diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c69f288c60e9a49c9d0d1eb95d3c9241469d105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:08.299564+00:00", + "ended_at": "2026-05-19T16:10:11.501451+00:00", + "elapsed_ms": 3201.86, + "returncode": 1, + "prompt_metrics": { + "chars": 23811, + "bytes_utf8": 23811, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b0fa8e55eace9dbd3b0861efc8be3d9c95f08e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:12.503396+00:00", + "ended_at": "2026-05-19T16:10:15.734113+00:00", + "elapsed_ms": 3230.69, + "returncode": 1, + "prompt_metrics": { + "chars": 23811, + "bytes_utf8": 23811, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f73acb08a685344d5628d7338c12b0017a09c549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "target", + "measure_col": "feature_6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.06004, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f73acb08a685344d5628d7338c12b0017a09c549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "target", + "measure_col": "feature_6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.06004, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82d72244cca31803d321879347e4621a9206eaa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-712e-7171-ad40-c3e24cb2d859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..812d2c81929866fc25c01f77a374bfe373ef89bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-712e-7171-ad40-c3e24cb2d859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..112b4317858577aeb4b1bbf6b591605991fbb33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8187-7b52-a821-3f8afc721175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3129e99fc98129f0a2e3e34f5d71fdf1427b1826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8187-7b52-a821-3f8afc721175"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f761dc0d7134e1a3b69c14acdaec5eaf4bfa7f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/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": "2026-05-19T16:31:05.161065+00:00", + "ended_at": "2026-05-19T16:31:09.092159+00:00", + "elapsed_ms": 3931.03, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3dcd32d4fdf25506138395fd3bf3d33ad2272a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/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": "2026-05-19T16:31:10.096714+00:00", + "ended_at": "2026-05-19T16:31:13.195904+00:00", + "elapsed_ms": 3099.13, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a847905220f3b40716456f2187112d8d22b91fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.020807, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a847905220f3b40716456f2187112d8d22b91fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.020807, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c1e3f37cd4a9ca5067963a83988f970e6fc048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9f4f-7373-943d-446aff096a99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..266c415b6b1eb71f0a0417acb91fc03953777fb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9f4f-7373-943d-446aff096a99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fa2829921b5b5478db53d60d673315838c0fe15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-b295-7a92-80f0-90911bac1d33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76518c9baf34c4e93ddd3cadd64b71ba740d7a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-b295-7a92-80f0-90911bac1d33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..611b4a9259ca37686db14f40dca94d56e3d5f621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:00.002182+00:00", + "ended_at": "2026-05-19T16:09:03.318805+00:00", + "elapsed_ms": 3316.59, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea00f4fb4e23e8a019dc7040d2870229e3e3d60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:04.320985+00:00", + "ended_at": "2026-05-19T16:09:07.647779+00:00", + "elapsed_ms": 3326.75, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e4b9c745bc9d2a34241251c1adb8f14ecfa4746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.027384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e4b9c745bc9d2a34241251c1adb8f14ecfa4746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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+ "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.027384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e06e69032b4ffc673d41cd569a3ff9e7c8b977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6662-7981-856d-89e5bad58efe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec63372dff27ff3c8f0ee6885eda052b9c81352e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6662-7981-856d-89e5bad58efe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77870c2685091587c24d9a4df7c188b139d9031a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7747-7011-bd3c-bbeeaf095314"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ee6267035c2d1519ac2c490a16fea02b177f6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7747-7011-bd3c-bbeeaf095314"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df54b96c21fc09e3cc2663fcaa87413eb8ef562e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/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": "2026-05-19T16:25:24.624635+00:00", + "ended_at": "2026-05-19T16:25:28.167922+00:00", + "elapsed_ms": 3543.24, + "returncode": 1, + "prompt_metrics": { + "chars": 24065, + "bytes_utf8": 24065, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5644cf41d16b5cf9c336d7b079795785079f707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/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": "2026-05-19T16:25:29.171080+00:00", + "ended_at": "2026-05-19T16:25:32.618192+00:00", + "elapsed_ms": 3447.06, + "returncode": 1, + "prompt_metrics": { + "chars": 24065, + "bytes_utf8": 24065, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cece1b2665d425cca5fd1b01333248c6e0edaa2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.23945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cece1b2665d425cca5fd1b01333248c6e0edaa2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"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": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.23945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd41b16e4c2c7245a996ff4bd33396e213937711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6d51-7872-a559-77e8f569dfb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4ab73c5975f1bdb90a95013b35462390c7573f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6d51-7872-a559-77e8f569dfb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..653ff651d41cd9f71c95588fd907857b7b0b4a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7ebe-7af2-8f6c-623ee4e08bd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66d0f65d19dbb8d8b77af26c06923a21a3fb41d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7ebe-7af2-8f6c-623ee4e08bd1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..356c55dbd24f526f5b5f3a8ed84e352231bb64ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:18.909581+00:00", + "ended_at": "2026-05-19T16:28:23.330014+00:00", + "elapsed_ms": 4420.38, + "returncode": 1, + "prompt_metrics": { + "chars": 23809, + "bytes_utf8": 23809, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21f799b12952fb48373b04cfd3eb1b5508e3dc4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:24.332523+00:00", + "ended_at": "2026-05-19T16:28:27.651082+00:00", + "elapsed_ms": 3318.51, + "returncode": 1, + "prompt_metrics": { + "chars": 23809, + "bytes_utf8": 23809, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca16e2dff8b3471e568f53871754aae4fdbfb37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca16e2dff8b3471e568f53871754aae4fdbfb37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..555cc76a9bc89fd1ca521be339adbc6ba2364723 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-15b1-7a73-96b5-56a07e693843"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3716ed008ba538021c0b6cd817baaa501420055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-15b1-7a73-96b5-56a07e693843"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04c22e68628b29286f0e46e48892e432b91c175f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2afa-7501-bfe2-e83a30f4714f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d2bc1ab2d220b1b609455d736281c3d9ff6ec5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2afa-7501-bfe2-e83a30f4714f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70506c3cacef0a7acae8eb5a9e0af35536df3697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:47.458067+00:00", + "ended_at": "2026-05-19T16:11:52.044592+00:00", + "elapsed_ms": 4586.5, + "returncode": 1, + "prompt_metrics": { + "chars": 23719, + "bytes_utf8": 23719, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca91c33cc67d9ca9483f2711b39a2e688c34fc72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:53.046612+00:00", + "ended_at": "2026-05-19T16:11:55.786834+00:00", + "elapsed_ms": 2740.19, + "returncode": 1, + "prompt_metrics": { + "chars": 23719, + "bytes_utf8": 23719, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba16386191bd85a030a8797775ec4a8a5fe7ccc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "target", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58673, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba16386191bd85a030a8797775ec4a8a5fe7ccc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "target", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58673, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad5d03dab8ad3a4b9033cad27085da361d24e7d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f48c-7e40-9f98-8e2f6f792393"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f85b07575e7398fe976b80a310916c5cee283989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-f48c-7e40-9f98-8e2f6f792393"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c4f98f88839084614e29c888c7e3c47f9c2341a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0a65-76d0-8f1e-1091034342e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f507137035fe039b7d09798cfcbd473d69283a37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0a65-76d0-8f1e-1091034342e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d7174fe5683c89abe87922ab9efc70844368d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:54.309975+00:00", + "ended_at": "2026-05-19T16:21:57.553931+00:00", + "elapsed_ms": 3243.93, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f30dd7cb5187c92a905d5f5b9498a1491f12b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:58.557021+00:00", + "ended_at": "2026-05-19T16:22:01.803463+00:00", + "elapsed_ms": 3246.39, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57f89dc8c3bae70af37906a9796f85e9ca48daba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_34.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_34", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..57f89dc8c3bae70af37906a9796f85e9ca48daba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_34.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_34", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4aa4c5cb26bbc6c3c58404ff92897fdee4285a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-3708-7c83-9f9c-e4f58b53c5ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f171b4d13c49c43e63f2e37fbd260f63022a8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-3708-7c83-9f9c-e4f58b53c5ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cd0c079bd9d83396386ab5ec1ad7d8648d3db03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-47c3-7953-b2af-fdc735cafd6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6353e76958ba5cd000c68a296ec311bc081abe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-47c3-7953-b2af-fdc735cafd6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6676346ec7f90762707d2bccf05d4fc878852d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:36.724057+00:00", + "ended_at": "2026-05-19T16:20:41.976882+00:00", + "elapsed_ms": 5252.8, + "returncode": 1, + "prompt_metrics": { + "chars": 24381, + "bytes_utf8": 24381, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2306de513d104d7a4b929188a5313cb660e0652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:42.980129+00:00", + "ended_at": "2026-05-19T16:20:48.939033+00:00", + "elapsed_ms": 5958.82, + "returncode": 1, + "prompt_metrics": { + "chars": 24381, + "bytes_utf8": 24381, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4df3565dae0d08f63072dc583191567176c9072c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_28.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_28", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.091193, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4df3565dae0d08f63072dc583191567176c9072c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_28.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_28", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.091193, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ecc92a5f47d32e985433d1a657a8b1e46af213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-07f0-7223-a2a8-4e2086b53c19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd195ade10396eeceb42fd91c3f6047d68a1ba6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-07f0-7223-a2a8-4e2086b53c19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8d08a36cd51299ee2228b2da778dd1320de632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2086-7430-92c0-ee6cf3772107"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5c5cb7523bafeb9586e9c9e184065e57f73ccc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2086-7430-92c0-ee6cf3772107"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b57a2aeb154dc11e3540b3ab9155422b963a7ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:46.225346+00:00", + "ended_at": "2026-05-19T16:09:49.420537+00:00", + "elapsed_ms": 3195.17, + "returncode": 1, + "prompt_metrics": { + "chars": 23823, + "bytes_utf8": 23823, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6adb06cf43a7a29c3d4175ef8ad36f32690e865a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:50.423412+00:00", + "ended_at": "2026-05-19T16:09:53.579941+00:00", + "elapsed_ms": 3156.48, + "returncode": 1, + "prompt_metrics": { + "chars": 23823, + "bytes_utf8": 23823, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bcfe8eaf3be44521a4da27af5a74abde9871cd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_42, measure_col=feature_4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_4", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.076343, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bcfe8eaf3be44521a4da27af5a74abde9871cd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_42, measure_col=feature_4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_4", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.076343, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57f6c0ab5ca4a0cc68338d043f7b4cfcc15a74b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1af4-7b50-8e9e-c0f7c8875286"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f644438e8fca251b9038515006180caeece394 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1af4-7b50-8e9e-c0f7c8875286"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..229519950f4826b363ea99bdac2d122afef7ec75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2b5c-71e3-9a25-1c1891cbf532"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0885671def760f30e9e5e33d3904ec70010185b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2b5c-71e3-9a25-1c1891cbf532"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d04b78917164cfbe3d6e7bb5b13ab1c8ea74e048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:22.771321+00:00", + "ended_at": "2026-05-19T16:10:25.730900+00:00", + "elapsed_ms": 2959.55, + "returncode": 1, + "prompt_metrics": { + "chars": 23821, + "bytes_utf8": 23821, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81dd5ba766916a2157b7988559cf7fa653fa22d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:26.733668+00:00", + "ended_at": "2026-05-19T16:10:31.339489+00:00", + "elapsed_ms": 4605.78, + "returncode": 1, + "prompt_metrics": { + "chars": 23821, + "bytes_utf8": 23821, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f234112780ada8f837fcf581b1694e2f9e1e75b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.698385, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f234112780ada8f837fcf581b1694e2f9e1e75b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.698385, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..976e6efc40cd16c9d7f2e7680194e9b861f1d7d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a9b9-7d30-a206-1f8397779622"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8225fa8bfe1cd29868bb44a99f252c5051ac15b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a9b9-7d30-a206-1f8397779622"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44a50e2a452c87d969d6495c9628d77f335e03ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b943-7ec3-bda2-7c7e7880a11f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c241def04dc471f3bffd7d8d9637b32975171876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b943-7ec3-bda2-7c7e7880a11f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39f96fd5779253d557a22bdc62560bb02ed4bbf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:50.492048+00:00", + "ended_at": "2026-05-19T16:29:55.253191+00:00", + "elapsed_ms": 4761.11, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67163620e87480332232b99e5922014969a8bd2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:56.255748+00:00", + "ended_at": "2026-05-19T16:29:59.499638+00:00", + "elapsed_ms": 3243.84, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3338c7eca07b8a34412f2c3b8f67d630dab5c044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16607, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3338c7eca07b8a34412f2c3b8f67d630dab5c044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16607, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d591e1ea2fa868ef170f7f9f3ea749dbc5b008a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7bab-7690-afb2-66172013d5d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8142c8134b250a47f42bb2a43d881979c8cbeb16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7bab-7690-afb2-66172013d5d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d86799173f0a08a9633e30cf1ae4c5b2ef83811f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9215-7092-8f94-8c65d1733847"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1993ae8bc0958cf91ad5c4a6adeb47490b3fa25e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9215-7092-8f94-8c65d1733847"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d54014e5418ce2c0c847ca6433324f5957a11c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/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": "2026-05-19T16:32:00.846074+00:00", + "ended_at": "2026-05-19T16:32:04.406071+00:00", + "elapsed_ms": 3559.95, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9cc37f852077877eaccda6559384121e7d702d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/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": "2026-05-19T16:32:05.408904+00:00", + "ended_at": "2026-05-19T16:32:08.635368+00:00", + "elapsed_ms": 3226.41, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef9d2a0dc8ffbeba3e651d42fd159b122e01fba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_37.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_37", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.079635, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef9d2a0dc8ffbeba3e651d42fd159b122e01fba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_37.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_37", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.079635, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5759b5d2790ab189d0a6c49131c696c0c9b5da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-78d2-7522-8946-f684d4a0c9ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ea113af0ac4817f7bc3d3d3d46ece54733d5ea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-78d2-7522-8946-f684d4a0c9ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eaef651c1d05010c5d4d71bf4ab0de77c022526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-8ab1-70e3-b277-290d0f660420"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba2b41944b66e5a55e0a5003c4ed2e086bdd724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-8ab1-70e3-b277-290d0f660420"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae523cae68f640cbe25be37b1d5e520e641963c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:27.581689+00:00", + "ended_at": "2026-05-19T16:12:30.516626+00:00", + "elapsed_ms": 2934.91, + "returncode": 1, + "prompt_metrics": { + "chars": 24229, + "bytes_utf8": 24229, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ec27d44323bbebaacd4840211a789430346a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:31.520017+00:00", + "ended_at": "2026-05-19T16:12:34.297312+00:00", + "elapsed_ms": 2777.25, + "returncode": 1, + "prompt_metrics": { + "chars": 24229, + "bytes_utf8": 24229, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01c456ea0a5fa4bdad0c3042f1ace27664cb75f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_26.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_26", + "item_col": "feature_27", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..01c456ea0a5fa4bdad0c3042f1ace27664cb75f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_26.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_26", + "item_col": "feature_27", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e349b1327a3867cbaba7860a4efd2797a2b609 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9152-7fc1-af83-a4ce6d3358a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4b9504f8eb35b21bba53bc24f4e3669234c22e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9152-7fc1-af83-a4ce6d3358a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef793134e66675b637b556d868d0305443f2c108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-a0b3-75d3-9aea-9e244afa3922"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..57830851bd14af6ef09af3d89efd75087bf7dac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-a0b3-75d3-9aea-9e244afa3922"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8949d8d6c19bebb119d158580cbe55f97e468ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:19.958615+00:00", + "ended_at": "2026-05-19T16:12:23.263649+00:00", + "elapsed_ms": 3305.01, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..545d4abb10e4a50aca31158ccacbc77b9993aa20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:24.266653+00:00", + "ended_at": "2026-05-19T16:12:27.578418+00:00", + "elapsed_ms": 3311.72, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a2d4c5e020d885c928db2ffdd38827519828a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_25.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_25", + "item_col": "feature_26", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.036358, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a2d4c5e020d885c928db2ffdd38827519828a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_25.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_25", + "item_col": "feature_26", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.036358, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2568356f8cf92aab9f22e28fd7e47bff846a4bdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7378-79b3-b077-36949a2f2313"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b9cb9ef5341516b17249c6deef74ca02ba12fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7378-79b3-b077-36949a2f2313"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05bf28c1072d35646b795616193c836676c4fe71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8443-77e1-b4c5-f21cf432f04c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f4e242f255a332bdcc6eb3e27879c0c57346b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8443-77e1-b4c5-f21cf432f04c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..360ab48240669b55d71b6d26ff6d2f9f8542781f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/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": "2026-05-19T16:31:29.049878+00:00", + "ended_at": "2026-05-19T16:31:32.773347+00:00", + "elapsed_ms": 3723.42, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5fd70d94fe8d5b8bf44ea9bc8a4cf70ef4891659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/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": "2026-05-19T16:31:33.775887+00:00", + "ended_at": "2026-05-19T16:31:37.617782+00:00", + "elapsed_ms": 3841.84, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b689938c4239f7e0d5118ac695f63d4cfc296a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b689938c4239f7e0d5118ac695f63d4cfc296a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa419181498f8f847eaf89b9a59c73c62d5b8edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-fc98-7691-98e5-77c2c5a375c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f170b4ab38353cd80055c47d78ceffe8d65829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-fc98-7691-98e5-77c2c5a375c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78504f48d749a72376d782d544f63f9243d9d4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-0f03-7252-b44d-b0580773feb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4d084ef394fb4e570e0de218835aa3737d982e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-0f03-7252-b44d-b0580773feb3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25c0f090028413f22914fbd1d60f16ea481a20f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42, measure_col=feature_25.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_25", + "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": -0.036358, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..785c9bcc6fa98061c31d0d6a2f5f108bdf92a4c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2fa7-74f0-a66f-1218547b1d2c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c98359f2e5c9d138430f75010d8411595323944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-439e-7cb0-b213-e83128832cf1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5961016a89739e72786059dc162684812e62547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/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": "2026-05-19T16:32:32.938217+00:00", + "ended_at": "2026-05-19T16:32:36.191253+00:00", + "elapsed_ms": 3252.99, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49c816f4d343b2d745a508121731294b82da3ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/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": "2026-05-19T16:32:37.194129+00:00", + "ended_at": "2026-05-19T16:32:40.307449+00:00", + "elapsed_ms": 3113.26, + "returncode": 1, + "prompt_metrics": { + "chars": 23910, + "bytes_utf8": 23910, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f082b3c89f11395d3814fe33a28d3d37eb5643a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_39.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_39", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f082b3c89f11395d3814fe33a28d3d37eb5643a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_39.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_39", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dcfe7a58f635208e372de2e5267515ec73e39e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-f62b-73d2-8883-650d18340a43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6afe46bb5e5651f514524a4d846cb39f39f6aebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-f62b-73d2-8883-650d18340a43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e94b072cf465709aaaf81297659683ce450a03f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-06c5-7800-8286-261d41d658b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6b474d31046522b48ae19382792465016934b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-06c5-7800-8286-261d41d658b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb932323233f8eb97be3c34711c1e3a278aa919e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:48.466274+00:00", + "ended_at": "2026-05-19T16:30:52.808560+00:00", + "elapsed_ms": 4342.25, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1efb077e9a1d70d37ea93130075074a2ff5e46f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:53.812939+00:00", + "ended_at": "2026-05-19T16:30:57.205463+00:00", + "elapsed_ms": 3392.45, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56174d09a77ae310133f2e604a5e3b8c8f129b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_32.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_32", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.65202, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..56174d09a77ae310133f2e604a5e3b8c8f129b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_32.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_32", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.65202, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..897dcc3e5cdb5af5d9de2e03f1fa5ba7e517f79f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-5e0e-7892-80ed-2bca3ff439df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b285a28b96fe5cb4d218a48f98d8697b6fe84fab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-5e0e-7892-80ed-2bca3ff439df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a0029aeb90db8aa83966164c6ea62a03378bb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-72db-7eb0-9c24-ca5ab6d030eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e0beb15387a064199a109e874488da81e8202d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-72db-7eb0-9c24-ca5ab6d030eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8904e138c6353a62d87696e36f8953501dd8fa6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:17.738883+00:00", + "ended_at": "2026-05-19T16:11:20.702890+00:00", + "elapsed_ms": 2963.98, + "returncode": 1, + "prompt_metrics": { + "chars": 23727, + "bytes_utf8": 23727, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb8b210bfd2c847f19a675380fc0b73f2fc3b68c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:21.704894+00:00", + "ended_at": "2026-05-19T16:11:24.771165+00:00", + "elapsed_ms": 3066.24, + "returncode": 1, + "prompt_metrics": { + "chars": 23727, + "bytes_utf8": 23727, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..773f4f1eb9ceb1398548a94ff3563ec7704de503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_33.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_33", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..773f4f1eb9ceb1398548a94ff3563ec7704de503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_33.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_33", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..997e7f47c4077fa9d411e78ee3298bf09879470e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8069-7112-b966-21972ed61e3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7375bbeaa259bef5d04630893877dda29add5164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8069-7112-b966-21972ed61e3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..578052f4df3e8a597108b05057e9a8140991f21d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8fe9-7b81-bd50-d6822f0a2859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd30cf76f04a41f1e3e201aefe227b0a5f7f22ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8fe9-7b81-bd50-d6822f0a2859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66b5967a0a55feb0034cbcefd94f516479d96d10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:27.848473+00:00", + "ended_at": "2026-05-19T16:19:30.547426+00:00", + "elapsed_ms": 2698.92, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee8bfa7c2ed725448155fff8394988d65c0decc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:31.550360+00:00", + "ended_at": "2026-05-19T16:19:34.660276+00:00", + "elapsed_ms": 3109.87, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8cb1686a8d0fb3c85ea594776cd16c43eb124c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_24.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_24", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.11684, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8cb1686a8d0fb3c85ea594776cd16c43eb124c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_24.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_24", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.11684, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1609906c3f44367ded238cc53658ccb6904f1556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-faec-7003-bfe3-2a986b298071"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0482a46d7a8013823b72568170b48947587d971d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-faec-7003-bfe3-2a986b298071"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69acbdad901b050f570100ebc92e5e6c091ae390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0965-7363-855f-f295b0f1d426"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a936068aae61c1e4d14c15a7ef95af86eb1d9eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0965-7363-855f-f295b0f1d426"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40888ab3a07ac64245a6dfc05f46cadf1ef7f910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:00.711746+00:00", + "ended_at": "2026-05-19T16:10:03.887964+00:00", + "elapsed_ms": 3176.19, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38bf71d90e54b33ad91f09adfa4a0958bd1d134e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:04.890666+00:00", + "ended_at": "2026-05-19T16:10:08.295466+00:00", + "elapsed_ms": 3404.76, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3634c6b9ee17b0fd25f957426ad90a2b8ac991c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_43, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.102919, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3634c6b9ee17b0fd25f957426ad90a2b8ac991c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_43, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.102919, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40337d7c6ab68724d640091e1de6e7d6cd97e53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-537a-7330-9f93-f2633bbf72f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19c9bc68ade44564c10de41c360c3398e9a59bcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-537a-7330-9f93-f2633bbf72f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b15738dae6c4aac013099fc16c446dfab47d157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-63d3-7440-ab68-d63b05f30937"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31245fbe0b075229b6c9c9d0f114f6f1f285bdd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-63d3-7440-ab68-d63b05f30937"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8854f394e08c18dccaeb9183fa3a2e74f7a08136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/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": "2026-05-19T16:25:08.944365+00:00", + "ended_at": "2026-05-19T16:25:12.220731+00:00", + "elapsed_ms": 3276.33, + "returncode": 1, + "prompt_metrics": { + "chars": 24052, + "bytes_utf8": 24052, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a569b762a1791ebeeaafdc4cfbce1a704eb0c8d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/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": "2026-05-19T16:25:13.223309+00:00", + "ended_at": "2026-05-19T16:25:16.680781+00:00", + "elapsed_ms": 3457.42, + "returncode": 1, + "prompt_metrics": { + "chars": 24052, + "bytes_utf8": 24052, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c72e923072a1bd05909d6356e96f6e9c8998a245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.165945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c72e923072a1bd05909d6356e96f6e9c8998a245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.165945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79ee585a29e6cf125374e82edd62330321f6972d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2ff1-77b2-ac98-89e1b51d67a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df27bee9d42093c0f959eac1ccd94f240626158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2ff1-77b2-ac98-89e1b51d67a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06e6180da9f20129800c0c7ed9c0e9249deb1065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4077-7e13-9835-c127861e6ea5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3667558171eb9d221c70e8bb660ed5f3b39b3036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4077-7e13-9835-c127861e6ea5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5e656a780e027659b312fa0d5dbf8a6ea759824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/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": "2026-05-19T16:31:37.624898+00:00", + "ended_at": "2026-05-19T16:31:40.740453+00:00", + "elapsed_ms": 3115.49, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a08c9ffd55291251002ab576b212e7f878a922ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/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": "2026-05-19T16:31:41.744412+00:00", + "ended_at": "2026-05-19T16:31:45.289289+00:00", + "elapsed_ms": 3544.82, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80d481533a6d0246cfb178be276d1df814100c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.22077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80d481533a6d0246cfb178be276d1df814100c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.22077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..399389dc3b8698f24a95f8f79c90a21ccae5afd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-1df0-7722-a442-0536007041c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2458e37a02f190bad2086f0db0e312cb3808baf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-1df0-7722-a442-0536007041c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2569930526190d026c050aeca03736acd287de25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-2e1f-72c3-b14c-ad8e8b6fa12f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50e15b362f5dc3fb7ef8be164afe7782e6c6b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-2e1f-72c3-b14c-ad8e8b6fa12f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4c73a6cd268655bf0e3559292c3835fb142d345 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:31.919984+00:00", + "ended_at": "2026-05-19T16:13:34.891877+00:00", + "elapsed_ms": 2971.85, + "returncode": 1, + "prompt_metrics": { + "chars": 24228, + "bytes_utf8": 24228, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d2eaa4aa0b6de129ccda9096a3c513a66c83049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/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": "2026-05-19T16:13:35.894470+00:00", + "ended_at": "2026-05-19T16:13:39.093884+00:00", + "elapsed_ms": 3199.37, + "returncode": 1, + "prompt_metrics": { + "chars": 24228, + "bytes_utf8": 24228, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f42b9f71a2b2d794035cc1f0fb5c5815ca9e4f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=target, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "target", + "measure_col": "feature_30", + "item_col": "feature_31", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.3415, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f42b9f71a2b2d794035cc1f0fb5c5815ca9e4f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=target, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "target", + "measure_col": "feature_30", + "item_col": "feature_31", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.3415, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..702f55658d9588372b0ce240b8880f7905b56899 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8c90-7f11-94d1-322cfcb19ade"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bccd7f8583c94a56397a49282d57b3628ac4d726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8c90-7f11-94d1-322cfcb19ade"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db535540993abfe7027bff3bcaf0f8ed61e88de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9c17-7ce1-88b4-956e17b25eac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ae8e5108a932cce25d5be45db8d28f49263452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9c17-7ce1-88b4-956e17b25eac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/conversation.jsonl new file mode 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b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..655521fa3dfaae829975415e43d59ddf40aaf32c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n14", + "model": "v2-cli:codex", + "run_id": "v2q_n14_56317e4674edc22a", + "api_calls": 0, + "input_tokens": 19616, + "cached_input_tokens": 12032, + "output_tokens": 688, + "total_tokens": 20304, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14923.37, + "sql_execution_elapsed_ms_total": 2.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..957d087cac56c292875a9bb1ab8cf021eb9d4a11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:45.068068+00:00", + "ended_at": "2026-05-19T16:08:59.991467+00:00", + "elapsed_ms": 14923.37, + "prompt_metrics": { + "chars": 23821, + "bytes_utf8": 23821, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 990, + "bytes_utf8": 990, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 19616, + "cached_input_tokens": 12032, + "output_tokens": 688, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01cb0e885c7eeb3d652c40373929d578a7269abe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.647185, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d61fdf16f89d08d881ac42410d4eaf367dc23ad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2c21-7831-bdfb-3b20374922a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_10\\\",\\n SUM(CAST(\\\"feature_1\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n14\\\"\\nWHERE \\\"feature_10\\\" IS NOT NULL\\n AND \\\"feature_10\\\" <> ''\\n AND \\\"feature_1\\\" IS NOT NULL\\n AND \\\"feature_1\\\" <> ''\\nGROUP BY \\\"feature_10\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"feature_10\\\" and measure_col=\\\"feature_1\\\". Cast \\\"feature_1\\\" to REAL because the SQLite schema stores numeric features as TEXT, and filtered out NULL/empty values to avoid invalid numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":19616,"cached_input_tokens":12032,"output_tokens":688,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c260c08b5bbc45c34eb3756da56c70c086313c55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_10\",\n SUM(CAST(\"feature_1\" AS REAL)) AS \"total_measure\"\nFROM \"n14\"\nWHERE \"feature_10\" IS NOT NULL\n AND \"feature_10\" <> ''\n AND \"feature_1\" IS NOT NULL\n AND \"feature_1\" <> ''\nGROUP BY \"feature_10\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"feature_10\" and measure_col=\"feature_1\". Cast \"feature_1\" to REAL because the SQLite schema stores numeric features as TEXT, and filtered out NULL/empty values to avoid invalid numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5d9f00a186abbf7c2bbdb860da6143e2d5bd47e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:31.342947+00:00", + "ended_at": "2026-05-19T16:10:34.620040+00:00", + "elapsed_ms": 3277.03, + "returncode": 1, + "prompt_metrics": { + "chars": 23821, + "bytes_utf8": 23821, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f99436adffd099fdec07a997ce0b99d5eee2ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:35.622786+00:00", + "ended_at": "2026-05-19T16:10:38.814819+00:00", + "elapsed_ms": 3191.99, + "returncode": 1, + "prompt_metrics": { + "chars": 23821, + "bytes_utf8": 23821, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb07076326e8e4e19e105815b8e4ac7286045b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.60444, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb07076326e8e4e19e105815b8e4ac7286045b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.60444, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54cb1170cd39e4b8222b57f92c0adc1b0b6a0836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cb38-7770-a054-4092a58e8483"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74fab48c76852d6cc0da658e0acfb75c70675a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cb38-7770-a054-4092a58e8483"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d72bfcf62290fdd38a061c721b8f09fdaf4fa76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dbec-71c0-8393-8ace0e720a80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd936ca5887509f2c7763e34201055885e43967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dbec-71c0-8393-8ace0e720a80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb2e6308d3c3777062a1b0e50ed631559aff0804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:59.470677+00:00", + "ended_at": "2026-05-19T16:20:05.161468+00:00", + "elapsed_ms": 5690.77, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..822a34717083e3999efc1e3e45d5e907dd255a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:06.164311+00:00", + "ended_at": "2026-05-19T16:20:09.354371+00:00", + "elapsed_ms": 3190.01, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e9dac1173a930738e1b033e61cb448969625c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_43, measure_col=feature_26.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_26", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e9dac1173a930738e1b033e61cb448969625c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_43, measure_col=feature_26.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_26", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe67a8db0eb0928e9ba664455b402df8592273e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7671-71a1-97fb-1f4cd114031c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf8a33406daf97cf2235eedf17b00b7905439d58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7671-71a1-97fb-1f4cd114031c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..003ce38883cc9b6d7a993728c14cd523d8f7d200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-909b-7b33-b37c-278199d69af6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec4767f6b7a5fb89524b7b43bce8744f7a563cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-909b-7b33-b37c-278199d69af6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..401a305391d73b46918bcbc72fdf75fd6b756a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:34.300650+00:00", + "ended_at": "2026-05-19T16:12:37.470158+00:00", + "elapsed_ms": 3169.48, + "returncode": 1, + "prompt_metrics": { + "chars": 24236, + "bytes_utf8": 24236, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8927d4ca848732dc8f29aab96e959ddcd0929bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:38.473387+00:00", + "ended_at": "2026-05-19T16:12:41.394591+00:00", + "elapsed_ms": 2921.16, + "returncode": 1, + "prompt_metrics": { + "chars": 24236, + "bytes_utf8": 24236, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4baed40533b098552942c53aa0f54828d9aa667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_33, measure_col=feature_26.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_26", + "item_col": "feature_27", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4baed40533b098552942c53aa0f54828d9aa667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_33, measure_col=feature_26.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_26", + "item_col": "feature_27", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0f0eab6851109686fc85cc5853bb97a400ddd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ab76-70c0-b00f-51ab4da08f62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167d543c6412b896bd123ff29cdc64d0a5d1be42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ab76-70c0-b00f-51ab4da08f62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c83445fb0cc079633e53794b660190eb53f251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bbe7-7851-8dd3-d2533c134448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5685f5d58a96b5725ae82b610983a32ad93403ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bbe7-7851-8dd3-d2533c134448"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b6e06833cbfd0dfee973761319ee6b21fceb2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:38.233644+00:00", + "ended_at": "2026-05-19T16:27:43.108166+00:00", + "elapsed_ms": 4874.48, + "returncode": 1, + "prompt_metrics": { + "chars": 23755, + "bytes_utf8": 23755, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c18d89ab633b816f6a28af04c7fffbfd3c053e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:44.111204+00:00", + "ended_at": "2026-05-19T16:27:47.484642+00:00", + "elapsed_ms": 3373.39, + "returncode": 1, + "prompt_metrics": { + "chars": 23755, + "bytes_utf8": 23755, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21056e3351b68a5ca79443bbdec7564fdeb1eea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_12.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_12", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11159, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21056e3351b68a5ca79443bbdec7564fdeb1eea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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+ "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_12.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_12", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11159, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29cd7e071970107c88a69f8cb71ef2a1acd39ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-76ec-7b63-92c7-0f5646b02ff3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ee9be1800bf5891fb701ee8c4e2a0fa1cb69b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-76ec-7b63-92c7-0f5646b02ff3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92437f2b7a5dd1180a728ea59166385a2b616be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8de6-7d31-b07e-e7cfb193c4eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..de28ffad1a514a625c052a57fa6ff540ee419475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-8de6-7d31-b07e-e7cfb193c4eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5bd66600956638d9abaab53cb600e3bd25718479 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:13.814109+00:00", + "ended_at": "2026-05-19T16:17:16.856819+00:00", + "elapsed_ms": 3042.67, + "returncode": 1, + "prompt_metrics": { + "chars": 23990, + "bytes_utf8": 23990, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99a69ce5f4bded8575d8cb17824d9b1d21ebcced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:17.859409+00:00", + "ended_at": "2026-05-19T16:17:28.123295+00:00", + "elapsed_ms": 10263.83, + "returncode": 1, + "prompt_metrics": { + "chars": 23990, + "bytes_utf8": 23990, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..494af6c8ceefae332da7ee0f482b85eecec841c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_10.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_10", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039015, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..494af6c8ceefae332da7ee0f482b85eecec841c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_10.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_10", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039015, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ed68a7002c8d7323a51668387f3ddcced368ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-efc2-7e10-ab53-83d4aea207db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d20b176f0e26f8fbd795f73b59fd0bb5e3deef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-efc2-7e10-ab53-83d4aea207db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10ec06a3170cd5004a4ace38aff5922621d61c27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ff8b-7442-a2f3-739bdc0fc0fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a23dcf5cabfb374fec4bbd93757e57e0c7d0f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ff8b-7442-a2f3-739bdc0fc0fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0cdda6b4c07c75e9bf40a753530d5b0a0a6153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:41.758701+00:00", + "ended_at": "2026-05-19T16:26:45.279676+00:00", + "elapsed_ms": 3520.93, + "returncode": 1, + "prompt_metrics": { + "chars": 24050, + "bytes_utf8": 24050, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6704c077a62923f23cc7bd100755a2b65d40ff37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:46.284227+00:00", + "ended_at": "2026-05-19T16:26:49.886201+00:00", + "elapsed_ms": 3601.9, + "returncode": 1, + "prompt_metrics": { + "chars": 24050, + "bytes_utf8": 24050, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6acd7de14f8c5ebe02dde74493e803adc8a5d30e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.83152, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6acd7de14f8c5ebe02dde74493e803adc8a5d30e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.83152, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4bb35ed517f574e5ba722e888c19b89a38d63d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9a44-70a1-8165-e622695a845f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17bc9a9d7d82af1ae2a0eee532df15c1d6230717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9a44-70a1-8165-e622695a845f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f63b7c61ab49dbde7a12ae40595c9742e3c819ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ac13-7392-9ca4-4b28df026e8d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c50443ccd0fca0871b2c4c5870c5fe6aad2bb35e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ac13-7392-9ca4-4b28df026e8d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc06605639c7f1dd0d857340a2714a36a086a2d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:08.970473+00:00", + "ended_at": "2026-05-19T16:19:14.288500+00:00", + "elapsed_ms": 5317.95, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac641f81d40598f511328f1f523512af5fb9068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:15.291700+00:00", + "ended_at": "2026-05-19T16:19:18.536280+00:00", + "elapsed_ms": 3244.54, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3b5dd3307ba12a71022ea78af1efb50178b5df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33, measure_col=feature_23.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_23", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.049972, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3b5dd3307ba12a71022ea78af1efb50178b5df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33, measure_col=feature_23.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_23", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.049972, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82777c15cc5d670297aa04b47f8e8c26632ec620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-b136-7192-9341-68a76f9aaaeb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac85c1cc46062a1828d5aed696a758b5331d6976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-b136-7192-9341-68a76f9aaaeb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e065c77f3b6a2519fcd24b41bf7e57a7a58c03ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-c9de-7cc2-9a1e-7910f0cc6fff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c6b30337bc595f1eb020e1fb4c93acc81bda0c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-c9de-7cc2-9a1e-7910f0cc6fff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d977fb0dc9fd30b8f7c38e1c28a7114021b1a6da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:15.568431+00:00", + "ended_at": "2026-05-19T16:14:19.326090+00:00", + "elapsed_ms": 3757.63, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f60e5c179b53c1a27f8da94665394a1e779911dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:20.328139+00:00", + "ended_at": "2026-05-19T16:14:23.091918+00:00", + "elapsed_ms": 2763.74, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..409ec2eb24e31d09cff4e303ba27010bfe0dda93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "item_col": "feature_35", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.020807, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..409ec2eb24e31d09cff4e303ba27010bfe0dda93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "item_col": "feature_35", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.020807, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..407173ce8b6e3f0196f9de81be01cede0459e326 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-370d-7c92-a143-01ff60123b67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..975716cac18e85cfc8a0254ade287da9d67c9bb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-370d-7c92-a143-01ff60123b67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09ab6ceea5d781863783e7d1f30d13e4c7d2479f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-4996-7b70-9ead-7b80519908ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b994e5dd6070df76cad6c157e17479b769fc327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-4996-7b70-9ead-7b80519908ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e822322ee872ca47b8f35134663a269acb4222f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/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": "2026-05-19T16:25:01.282553+00:00", + "ended_at": "2026-05-19T16:25:04.588800+00:00", + "elapsed_ms": 3306.2, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9dd585ea75ad075ff209cf93482345b17aed8160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/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": "2026-05-19T16:25:05.592056+00:00", + "ended_at": "2026-05-19T16:25:08.939956+00:00", + "elapsed_ms": 3347.84, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a36fe4531c69011cae0f770d7726999ee0aba9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_10", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.17928, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a36fe4531c69011cae0f770d7726999ee0aba9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_10", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.17928, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b193e390fc39942bd8b6bcb4334aa04a8a00d389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-11f8-72e1-898e-805b2587759c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06bc8a723125127a6929237ef7bd68a513b43cbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-11f8-72e1-898e-805b2587759c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78df37c3a31f5266ba992638bbda49fe560d4b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-229b-7f12-87ed-83288566ecd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..432f108e28b19f3f29e11f4deb314b59f1899b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-229b-7f12-87ed-83288566ecd4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67097df81ed85cbfbb73ebc3fc95aec5a90ad463 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:17.371920+00:00", + "ended_at": "2026-05-19T16:13:20.673748+00:00", + "elapsed_ms": 3301.8, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c88c9f1dc313f7ea5dfd481924a1d93eb0cf2e83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/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": "2026-05-19T16:13:21.676657+00:00", + "ended_at": "2026-05-19T16:13:24.653362+00:00", + "elapsed_ms": 2976.66, + "returncode": 1, + "prompt_metrics": { + "chars": 24233, + "bytes_utf8": 24233, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66068c6671aac7e0464e07943a26e9532640d292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_29", + "item_col": "feature_30", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.058391, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66068c6671aac7e0464e07943a26e9532640d292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_29", + "item_col": "feature_30", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.058391, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29d756dacaa76b5ab1094765128eadcb433f62e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-53c0-7ec2-8250-219be8706939"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6545184bf36d20bc829245e62112f9299f55b0df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-53c0-7ec2-8250-219be8706939"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21c736dbc6fb30ed22e13cadf18669d1da6a29c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6483-70c0-9aa1-3075370095c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60537b62f2d99f5da98dc7ecc73e1aed097b530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6483-70c0-9aa1-3075370095c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b075cc0a5da49b01d970ef600ab4e18008c1e47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:02.305182+00:00", + "ended_at": "2026-05-19T16:28:06.786216+00:00", + "elapsed_ms": 4480.99, + "returncode": 1, + "prompt_metrics": { + "chars": 23756, + "bytes_utf8": 23756, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26291d6c2cdf726478825078b3c12f1e03a49df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:07.788693+00:00", + "ended_at": "2026-05-19T16:28:11.309384+00:00", + "elapsed_ms": 3520.63, + "returncode": 1, + "prompt_metrics": { + "chars": 23756, + "bytes_utf8": 23756, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d562fe5fc4aeb6421aebab38d7ec9bd3ff54a1a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_15.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_15", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d562fe5fc4aeb6421aebab38d7ec9bd3ff54a1a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_15.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_15", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0331ac4e15192d4f7d6b6645bbb947101ff4b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d4e9-7a80-bd60-8c3fbe0bc68c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6410a002ee461d816e4ae270ce01f99f4ca1b3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d4e9-7a80-bd60-8c3fbe0bc68c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bd8db71b7f05017feb282592aa4b40292d7a4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-ea74-70e3-a10c-f397ba71d5d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8c3ad4b398835e101ff70cb354353ac40cb9cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-ea74-70e3-a10c-f397ba71d5d9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87ebdd39e38156b03135d863c86f0ce60f0b2140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:55.790166+00:00", + "ended_at": "2026-05-19T16:12:00.178509+00:00", + "elapsed_ms": 4388.32, + "returncode": 1, + "prompt_metrics": { + "chars": 23728, + "bytes_utf8": 23728, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86dd4a98913b5d1d08ae4a5c3e483e70ad477e56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:01.181444+00:00", + "ended_at": "2026-05-19T16:12:04.140457+00:00", + "elapsed_ms": 2958.97, + "returncode": 1, + "prompt_metrics": { + "chars": 23728, + "bytes_utf8": 23728, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12250d30230b4ed9970ade9ba68ac78ae399ef5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_10", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12250d30230b4ed9970ade9ba68ac78ae399ef5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_10", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93470ee84b7e0aad76a0503e83097b6cdd6b5130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-150e-7760-86bd-b4db8211b338"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..076af958d27c690841fa256738565dcbe46c46dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-150e-7760-86bd-b4db8211b338"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c034df41768a11073f8a3a7ba1bcbeed22e1600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2a27-7003-bd78-733582e2e1c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3250e41e310ab65faeade29fde520fc80d233a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2a27-7003-bd78-733582e2e1c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b8f5773eb60be4634bf392a8b8ce87553ac6794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:09.458215+00:00", + "ended_at": "2026-05-19T16:22:12.939063+00:00", + "elapsed_ms": 3480.72, + "returncode": 1, + "prompt_metrics": { + "chars": 24001, + "bytes_utf8": 24001, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a1dba52202e97d5a198b46157f10c4fc9e3bf28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:13.943381+00:00", + "ended_at": "2026-05-19T16:22:17.645186+00:00", + "elapsed_ms": 3701.74, + "returncode": 1, + "prompt_metrics": { + "chars": 24001, + "bytes_utf8": 24001, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8441d7cf88d05c3840af6869df053d89abe9b74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_35.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_35", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8441d7cf88d05c3840af6869df053d89abe9b74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_35.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_35", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d12b4ee54500d2080dba8d558b17bd0b00e111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-724e-75f2-abec-313c14cabb16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f79bf06605c2f9bf623af1bec524fb4be49c9a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-724e-75f2-abec-313c14cabb16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8c4d344b0e2295dbdba25a4ef67d609431e446d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8428-7012-a14c-98d63e85b4f0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e55fbf4c1cb6690f651eb10504b5077739eecb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8428-7012-a14c-98d63e85b4f0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b009f7ecfd7bf7f39fa948a4d7e8a088b5fd81b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:47.881629+00:00", + "ended_at": "2026-05-19T16:17:51.320871+00:00", + "elapsed_ms": 3439.19, + "returncode": 1, + "prompt_metrics": { + "chars": 23990, + "bytes_utf8": 23990, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db9fffb39493f799104392f7ddd5cc7d1e34eb10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:52.323535+00:00", + "ended_at": "2026-05-19T16:17:55.380344+00:00", + "elapsed_ms": 3056.76, + "returncode": 1, + "prompt_metrics": { + "chars": 23990, + "bytes_utf8": 23990, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c2221888f0a809d94d9e3ebe65e3c7f99b237f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_13.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_13", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.003804, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c2221888f0a809d94d9e3ebe65e3c7f99b237f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_13.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_13", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.003804, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66688796bb60ab061be64b3b2ee129457a4a4f95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-74df-7a03-a65c-3eb918389c9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c593051992ff0f61a7ea1a019cb1036ec0025e14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-74df-7a03-a65c-3eb918389c9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e15226d67b81d7324b0fb4b0f3683fce0b1454c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-863b-70b2-8c2a-6b66976d34de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6657ad96881282315322a8bba35b4797e1fedd34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-863b-70b2-8c2a-6b66976d34de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5584ea67e128804f0a47c892e76fc6e492fef4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:03.700053+00:00", + "ended_at": "2026-05-19T16:26:07.136696+00:00", + "elapsed_ms": 3436.6, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2c5fe43b1543402aab552f9b5f12fd296bee977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:08.139461+00:00", + "ended_at": "2026-05-19T16:26:11.599272+00:00", + "elapsed_ms": 3459.76, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..974fcf53bc7bb814745842d0ddff08ffe0f4383a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_43", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.089589, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..974fcf53bc7bb814745842d0ddff08ffe0f4383a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"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": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_43", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.089589, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..185188940526dc9473e83d35e2a4b3a62c6c7ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-05f4-7243-8c37-edd75dbb9f90"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d2cebfbeddfd76cc50fb21e3b627f7f1a360f10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-05f4-7243-8c37-edd75dbb9f90"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72ad8446fd7b9b4af008a90c92f83ea868757eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-16f5-7382-848c-768a2e78b23b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f2bdea837decf665584a2ada792059ce158b24e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-16f5-7382-848c-768a2e78b23b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5da1c0ff4fb2727f61e27df8b5ab73bada65a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:22.040383+00:00", + "ended_at": "2026-05-19T16:24:25.944812+00:00", + "elapsed_ms": 3904.38, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f9c1dcb32b2b497fe9b248785dd6393bff1cb2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:26.947858+00:00", + "ended_at": "2026-05-19T16:24:30.661361+00:00", + "elapsed_ms": 3713.43, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccc5262df58236ead52d874426e08b2be16fdb9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_42.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_42", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.16374, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccc5262df58236ead52d874426e08b2be16fdb9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_42.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_42", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.16374, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba681a44df2970856835482874b80f7bba7e4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7873-7612-b739-084649660141"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..587ab8a2910f6e6453b6f30f3663316919bddce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7873-7612-b739-084649660141"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..111ffe98c1b6f7a105dceb8ca7a7bc3e4546b4e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-8bf6-7bc1-bdc6-fd168669ae0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e552c18d57bfbcef992f9922fe49b586fa443ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-8bf6-7bc1-bdc6-fd168669ae0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f56f8f1319bb7cba32df75e40e68f9aa379a9d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/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": "2026-05-19T16:18:41.121414+00:00", + "ended_at": "2026-05-19T16:18:46.638648+00:00", + "elapsed_ms": 5517.21, + "returncode": 1, + "prompt_metrics": { + "chars": 24377, + "bytes_utf8": 24377, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76b9cf449884e6947b26ad7139558d8b80379c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/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": "2026-05-19T16:18:47.642076+00:00", + "ended_at": "2026-05-19T16:18:50.480895+00:00", + "elapsed_ms": 2838.77, + "returncode": 1, + "prompt_metrics": { + "chars": 24377, + "bytes_utf8": 24377, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62ba978eca04826ec224afa2139293caf6a439fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_10, measure_col=feature_22.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_22", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62ba978eca04826ec224afa2139293caf6a439fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_10, measure_col=feature_22.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_22", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30740853bc149a1ab34dbda98d8c79bcc1818976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-44ba-75a3-8c42-6344a299739b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..584deec6f9d2f9ee1e11d3948d4d30e309a7f781 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-44ba-75a3-8c42-6344a299739b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7faa634db1e738bffe18fdcc6a6f7fbc94662ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5df2-7121-8c3b-fd9bb57fc0c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9f1e53fca19331c2874ea15f6a44985fefbb9ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5df2-7121-8c3b-fd9bb57fc0c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abce40e88cd7024d0c68613678cf1f50a86e11ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:57.380114+00:00", + "ended_at": "2026-05-19T16:24:00.575151+00:00", + "elapsed_ms": 3194.99, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f431b22ce808d676aa50a1e21df4e451bf05aece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:01.578169+00:00", + "ended_at": "2026-05-19T16:24:04.651128+00:00", + "elapsed_ms": 3072.91, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41cf469e7c06df6a08936eae440e060f80679b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_40.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_40", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.26431, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41cf469e7c06df6a08936eae440e060f80679b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_40.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_40", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.26431, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ea8f32916d15452e7012413ecd7d78abb7c60b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-182d-7d00-bdd8-2c218b6a3d0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1f047105ad325aea5eac0df0234d597a9e850c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-182d-7d00-bdd8-2c218b6a3d0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bd5a70f89147b63d7d717c805ab9349b0025a76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2897-79c0-8c2b-eaf35ccfb6b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba998957ad3c38bd8f65fd186afb8376fc96d95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2897-79c0-8c2b-eaf35ccfb6b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cff6a514ddbada49708086f287feb1b72138615f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:38.818870+00:00", + "ended_at": "2026-05-19T16:10:42.053149+00:00", + "elapsed_ms": 3234.25, + "returncode": 1, + "prompt_metrics": { + "chars": 23819, + "bytes_utf8": 23819, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e96a2c1fdc0c45f36b06731249c29d3077ab6ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:43.055737+00:00", + "ended_at": "2026-05-19T16:10:46.181532+00:00", + "elapsed_ms": 3125.76, + "returncode": 1, + "prompt_metrics": { + "chars": 23819, + "bytes_utf8": 23819, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4f3b0673df3f78d5cbcf20a6f03ac4b9ed6291c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39943, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4f3b0673df3f78d5cbcf20a6f03ac4b9ed6291c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39943, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8f89cc981f9cd3b70e46b60d1581574127dd362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e85b-7a42-9ff1-862631fda056"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..339d7be38e8520d4f32bb9def66e8f4ff8f33d0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e85b-7a42-9ff1-862631fda056"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddaab954d32d32402d6017f2fbdb99b9e754df40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f8f3-75f0-86b6-32f9699fdbd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b852c66c8463df8333a42d21ba4fa6ae75534f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f8f3-75f0-86b6-32f9699fdbd8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03e5620b67d25ac27b49573715fa0ab892d4eab1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:12.607836+00:00", + "ended_at": "2026-05-19T16:12:15.900300+00:00", + "elapsed_ms": 3292.43, + "returncode": 1, + "prompt_metrics": { + "chars": 24234, + "bytes_utf8": 24234, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52b7b46e24f18925e17c0dded1f7539e61fa24a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:16.903926+00:00", + "ended_at": "2026-05-19T16:12:19.955181+00:00", + "elapsed_ms": 3051.21, + "returncode": 1, + "prompt_metrics": { + "chars": 24234, + "bytes_utf8": 24234, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e780c112d1144673e30f51a8a16175ba9acdc29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, measure_col=feature_25.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_25", + "item_col": "feature_26", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16607, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e780c112d1144673e30f51a8a16175ba9acdc29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, measure_col=feature_25.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_25", + "item_col": "feature_26", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16607, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bbbfea8034237e952cb3ec3f98466e70dd3d256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-56b6-7651-9a0c-12c8e12db4ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b77f101fcb232127963a2ddc6dbf321b6d1cb98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-56b6-7651-9a0c-12c8e12db4ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8ec7ef1f7a67b6b7f4e5cf1b90f2d0f9098919d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-677a-75d2-afcd-a21dc351fe6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9def85c9ec07ba61a4114c81b88c635e0ae0b85d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-677a-75d2-afcd-a21dc351fe6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9ca4d60b79f20ab0197b6f06306696c4d10e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:11.315319+00:00", + "ended_at": "2026-05-19T16:28:14.416364+00:00", + "elapsed_ms": 3101.0, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..892b8420a2271e470f76140341f55e86078b621e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:15.419777+00:00", + "ended_at": "2026-05-19T16:28:18.903959+00:00", + "elapsed_ms": 3484.12, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6832c199f1f44915781feb490bb0e990bbda2fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6832c199f1f44915781feb490bb0e990bbda2fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_10", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.41921, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23922078b07e4ebfc9f460d9c22ad17e85e859aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f82f-7013-94b8-b5b9c7780d72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72d7cf00efe55b91e4babb3af69e781883484009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f82f-7013-94b8-b5b9c7780d72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8a0b1caee05ecd0d23cb9eb1c3e819feadce8b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-083a-7bb0-a7b7-dded8fe8ab4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e76cc12adea1c5fb59cffec644a6b41b4140be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-083a-7bb0-a7b7-dded8fe8ab4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec38f4a41132c1f6987410ea074c64baebc2948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:57.210477+00:00", + "ended_at": "2026-05-19T16:31:00.548915+00:00", + "elapsed_ms": 3338.39, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48c6a6c09fd3f4e6a73504a30a2e253b89d6620e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/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": "2026-05-19T16:31:01.552853+00:00", + "ended_at": "2026-05-19T16:31:05.154397+00:00", + "elapsed_ms": 3601.47, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5ba243a736b6a6b1675c693acbd4a396f4f720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.050869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5ba243a736b6a6b1675c693acbd4a396f4f720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.050869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb776078e4e8975dfd92fe231b9f90c6cd3e1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-803f-70f3-bf5c-6435f800d1be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1bcfd23f70d08723968a43f343fce037d329864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-803f-70f3-bf5c-6435f800d1be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf52a8576174042dd9974c918646df1a7b8a051d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9120-7cc1-a43d-60a28568b2f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4db2e83bf1996eb823ccf09c598ac88701f2400d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9120-7cc1-a43d-60a28568b2f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..152fe327943720622b3885fe3cb9239fbb087116 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:46.287075+00:00", + "ended_at": "2026-05-19T16:13:49.668919+00:00", + "elapsed_ms": 3381.81, + "returncode": 1, + "prompt_metrics": { + "chars": 24232, + "bytes_utf8": 24232, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca6133c8187bf4a8afb1f3b5df98648966baded1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/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": "2026-05-19T16:13:50.672417+00:00", + "ended_at": "2026-05-19T16:13:53.575508+00:00", + "elapsed_ms": 2903.05, + "returncode": 1, + "prompt_metrics": { + "chars": 24232, + "bytes_utf8": 24232, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0544ed3ce5a5982c38649cd4ad36b22b83b086f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23127, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0544ed3ce5a5982c38649cd4ad36b22b83b086f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23127, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7eabfcd2c53c50a8b632ee4d9ba2e8da938fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c4b0-7a73-8ccb-bb0afbf209b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83f91311e42868d0fdc0aed4d09a8800e1763175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c4b0-7a73-8ccb-bb0afbf209b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..181ab53113218936a2dac7265b3f3d563a7b4996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d5de-7453-8b0d-8869e7f099b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d347fdd6d40fcf58b63ed4e0ba7dbd2e0845ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d5de-7453-8b0d-8869e7f099b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..564debb260cd7b3720c29a2af05a2b444576d162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:26.524519+00:00", + "ended_at": "2026-05-19T16:26:29.579912+00:00", + "elapsed_ms": 3055.35, + "returncode": 1, + "prompt_metrics": { + "chars": 24065, + "bytes_utf8": 24065, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..251e54a7743da319e2ebc663921831665cbc0042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:30.584076+00:00", + "ended_at": "2026-05-19T16:26:33.936405+00:00", + "elapsed_ms": 3352.27, + "returncode": 1, + "prompt_metrics": { + "chars": 24065, + "bytes_utf8": 24065, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f31789b5a7c468126e7712f8e07cd26efe0c9b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_10", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.647185, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f31789b5a7c468126e7712f8e07cd26efe0c9b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_10", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.647185, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b233f8cc0346eccc133e80963bfd171f23227fd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5ed8-7831-aae3-262f699095b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6efd3bdd2b2eeaf1f149ec0e8fa370e3d59d6d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5ed8-7831-aae3-262f699095b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23db746f6105aa244a3fcf99d2ae16b776a8cbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6e9d-7182-9873-838f33809fa0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..359173f5ba83483402aa23211e8ba5488857ef54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6e9d-7182-9873-838f33809fa0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09cb864096f04389d9e4d0409719a44fb4a18641 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/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": "2026-05-19T16:18:30.472345+00:00", + "ended_at": "2026-05-19T16:18:36.689145+00:00", + "elapsed_ms": 6216.77, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d6689df107dc4f79265ca36a6cf4258ab9339bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/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": "2026-05-19T16:18:37.691210+00:00", + "ended_at": "2026-05-19T16:18:41.117790+00:00", + "elapsed_ms": 3426.54, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13b255e9e33c387d8378d02176404a61982bcca0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_18.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_18", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58673, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13b255e9e33c387d8378d02176404a61982bcca0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_18.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_18", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58673, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b3cd12b3e0936c34b40d0301e9fad77e79adac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1abd-7013-993b-d7b6e598eacd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb8e2f75e5a2d7a9d59f3c87e42ec185a0602c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1abd-7013-993b-d7b6e598eacd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7fe01c2925fcf9df394019cc2377985a4de0bee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-36f2-79d1-9edf-5bdeac3091a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..53b385a58ba3e6db9d2a4c17aabdde3359760ddf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-36f2-79d1-9edf-5bdeac3091a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..640e36d8107794feee2345da723a36975628121c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:39.098934+00:00", + "ended_at": "2026-05-19T16:13:42.265163+00:00", + "elapsed_ms": 3166.19, + "returncode": 1, + "prompt_metrics": { + "chars": 24234, + "bytes_utf8": 24234, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51ea1ccb80b99a5043d14f7b4735d24130eae5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/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": "2026-05-19T16:13:43.267965+00:00", + "ended_at": "2026-05-19T16:13:46.282879+00:00", + "elapsed_ms": 3014.86, + "returncode": 1, + "prompt_metrics": { + "chars": 24234, + "bytes_utf8": 24234, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b5aa3eb0e4c37461d979f1353bf9e909beeb9c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.40028, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b5aa3eb0e4c37461d979f1353bf9e909beeb9c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.40028, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f3022be968d0afce3dd831b0aa69e349024080f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a8a0-70b1-ad98-ef91e28b770e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2151edae49e3970a8fdfeac12e73e75d1ca5e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a8a0-70b1-ad98-ef91e28b770e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33af0c16bdeffac9a7b284a7f66c4f419b42dfff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b8dd-7862-a3d1-c99442ba2caa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa6a0c098a25f5034f221f241a4dcb766e4c6890 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b8dd-7862-a3d1-c99442ba2caa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d7efe42d1eb86f502bde538344a2cb1d1623ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:07.477782+00:00", + "ended_at": "2026-05-19T16:30:11.189408+00:00", + "elapsed_ms": 3711.58, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..025b103c18b594ae0777118bc77c3f2a763f5812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:12.192881+00:00", + "ended_at": "2026-05-19T16:30:15.408885+00:00", + "elapsed_ms": 3215.94, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af192cf4af89064254779844b0629ce963b40846 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_33", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af192cf4af89064254779844b0629ce963b40846 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_33", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..387ebab02a0497a60b395af3560955b44750433b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bdf8-7051-9669-47aed9ad48a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee7c5d244c6c3260de29dfdc85d15828c35c3b73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bdf8-7051-9669-47aed9ad48a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..364f63cb4bc9fa9a22235e6487f7eb47e85bf4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-d053-7ce3-b491-7fc987d9dd53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..436fddf09b395dbe0229ed0da26070c7b64fda90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-d053-7ce3-b491-7fc987d9dd53"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22a6fc0fcac3c1ac0493bfc4d00cb2f24f983a8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:36.910676+00:00", + "ended_at": "2026-05-19T16:14:40.211694+00:00", + "elapsed_ms": 3300.99, + "returncode": 1, + "prompt_metrics": { + "chars": 24236, + "bytes_utf8": 24236, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..751e5f505c5825b018b269f3dd850dddd797b9cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:41.213909+00:00", + "ended_at": "2026-05-19T16:14:44.377157+00:00", + "elapsed_ms": 3163.21, + "returncode": 1, + "prompt_metrics": { + "chars": 24236, + "bytes_utf8": 24236, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4eb7ddbc7aca217a95366f9fbf3e427f68ff113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "item_col": "feature_37", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4eb7ddbc7aca217a95366f9fbf3e427f68ff113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, measure_col=feature_35.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_35", + "item_col": "feature_37", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.020493, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1da4644c70fb91c09c603ce6140c783fe006b073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8a60-71b2-be5e-318cbfc63b4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1638ee6297306947b6cd09876354785ca76bd176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8a60-71b2-be5e-318cbfc63b4e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aae6b7e55aa27595091c93426d0079f9db0e006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9b34-7861-b4ff-4b01121aa0b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2d5dc081154a1461f46f5ee54622b952939a2d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9b34-7861-b4ff-4b01121aa0b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb3bcf71d1e3d82cb8c9f96d4bf3e906cad4f71f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/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": "2026-05-19T16:31:52.913244+00:00", + "ended_at": "2026-05-19T16:31:56.499752+00:00", + "elapsed_ms": 3586.46, + "returncode": 1, + "prompt_metrics": { + "chars": 23901, + "bytes_utf8": 23901, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..542c80e809acfe0cabef104c8edfb0fef37aadb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/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": "2026-05-19T16:31:57.503901+00:00", + "ended_at": "2026-05-19T16:32:00.841384+00:00", + "elapsed_ms": 3337.42, + "returncode": 1, + "prompt_metrics": { + "chars": 23901, + "bytes_utf8": 23901, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d4c0c8146fa9176100109a48ea3316557d87f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_36.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "target", + "measure_col": "feature_36", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.09507, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d4c0c8146fa9176100109a48ea3316557d87f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_36.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "target", + "measure_col": "feature_36", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.09507, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d28460fba2ac4e34ef4a7b6862ab01dfd783cd2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-59c3-78a2-b721-816028398ecf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81632038361437375b9c71d6d075f603838c8079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-59c3-78a2-b721-816028398ecf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19e057c664aee2c48576e21c3feeface5fb1c7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-6bb8-7d40-980c-9ea3caea1b3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f21e7f5746b085633f971857fbc4a83df54e8ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-6bb8-7d40-980c-9ea3caea1b3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ec43235f07736994ac035e50c3df832ca5edad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:03.093536+00:00", + "ended_at": "2026-05-19T16:13:06.436947+00:00", + "elapsed_ms": 3343.39, + "returncode": 1, + "prompt_metrics": { + "chars": 24238, + "bytes_utf8": 24238, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a5a5fb0a29ac36bee3b2f973261a10d8bce6e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:07.439809+00:00", + "ended_at": "2026-05-19T16:13:10.307380+00:00", + "elapsed_ms": 2867.53, + "returncode": 1, + "prompt_metrics": { + "chars": 24238, + "bytes_utf8": 24238, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1092f67c810e399aa12326da35d7f6d5ba7c9110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_42, measure_col=feature_28.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_28", + "item_col": "feature_29", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.091193, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1092f67c810e399aa12326da35d7f6d5ba7c9110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_42, measure_col=feature_28.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_28", + "item_col": "feature_29", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.091193, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd2c45e4aa2099c64ed7500b5376c023ef22c15e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1bf5-78a2-8dba-0d67bd8f418b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..505c81de916b809261c6f5d47cd2abbcd7bcf6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1bf5-78a2-8dba-0d67bd8f418b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2883550429db38dfff1dd5d8b50a9be1a3c38d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2cee-7980-8ccf-a3648c9b3856"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a50c80ca14e6a728ed4475c86b11c7cd51ac850c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2cee-7980-8ccf-a3648c9b3856"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf11d385e704fcb907dd889dbc53c13fe3857b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/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": "2026-05-19T16:25:32.622664+00:00", + "ended_at": "2026-05-19T16:25:35.758709+00:00", + "elapsed_ms": 3136.01, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d39545842cedf9af6db21d676bab9fcd3ff0f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/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": "2026-05-19T16:25:36.763074+00:00", + "ended_at": "2026-05-19T16:25:40.477164+00:00", + "elapsed_ms": 3714.03, + "returncode": 1, + "prompt_metrics": { + "chars": 24062, + "bytes_utf8": 24062, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e03b0c87b752283c05d2568ce45d2db8fb27a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e03b0c87b752283c05d2568ce45d2db8fb27a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19cc7ddd5cb1e83274b7ec2c8b3f0beb4b9a3687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8c43-7cd1-a335-e75de217e1f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d077a7b8fc81e73f5e7392bb684e49312bb66aba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8c43-7cd1-a335-e75de217e1f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c227025408b16f79a0a3ba1467c5160d0bc36e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-9c7b-7a50-91e2-f608ebe12306"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca187a81b57d5ac98298d44fad598afe24b07d47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-9c7b-7a50-91e2-f608ebe12306"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0192b799a3885af415a2803a76cca3ccc1ca3e5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/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": "2026-05-19T16:32:16.440753+00:00", + "ended_at": "2026-05-19T16:32:19.939215+00:00", + "elapsed_ms": 3498.42, + "returncode": 1, + "prompt_metrics": { + "chars": 23903, + "bytes_utf8": 23903, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dace3b2fe95dddebf3f16a4b96dc1ed8c53e9557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/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": "2026-05-19T16:32:20.941784+00:00", + "ended_at": "2026-05-19T16:32:24.362234+00:00", + "elapsed_ms": 3420.17, + "returncode": 1, + "prompt_metrics": { + "chars": 23903, + "bytes_utf8": 23903, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c65b5a5d901c6f188dcf18be22d9e590a11c14b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_38.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_38", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.14801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c65b5a5d901c6f188dcf18be22d9e590a11c14b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_38.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_38", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.14801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da098d993d83a6b537f34208fc3dd3b837a2826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-b5a8-7fe0-814b-c4a3b6e15d99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fdbe8f815f1bca707ae36b5e7e41bf8c981a43a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-b5a8-7fe0-814b-c4a3b6e15d99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..614b18068370d54e2d9a9997990b1a6df4680c6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-c720-78c2-b300-aeea12e099ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f81f5a996cf2e95ef3fb527706cc9bf7b5e82b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-c720-78c2-b300-aeea12e099ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2830fbe364665058e1124eb85b33587439e0702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:14.314130+00:00", + "ended_at": "2026-05-19T16:15:17.183037+00:00", + "elapsed_ms": 2868.83, + "returncode": 1, + "prompt_metrics": { + "chars": 24620, + "bytes_utf8": 24620, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b965ea03a3db8b16bfb2c4cbe8ff34b72a8e8e25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:18.185183+00:00", + "ended_at": "2026-05-19T16:15:21.311395+00:00", + "elapsed_ms": 3126.18, + "returncode": 1, + "prompt_metrics": { + "chars": 24620, + "bytes_utf8": 24620, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db831a0a2be12c3e5b9fa7b315d88a386a24bfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.15662, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db831a0a2be12c3e5b9fa7b315d88a386a24bfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.15662, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d018d1b14b2c0c0b19b3775100dbde192df53c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1c8b-7cb1-b343-50f575028b1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..925ec57cb42258ceb44fcb59745cd409711d0eef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1c8b-7cb1-b343-50f575028b1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..735319ad4466854fbd0a96688b3d0d963cb2392b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2bc9-7d23-9ee2-9c22560797b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3886b97cdc2021b8a07598992a03472f3b00377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2bc9-7d23-9ee2-9c22560797b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..683a14578d0e3c22de1ae059b45eeb8c63e1ae68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:53.583506+00:00", + "ended_at": "2026-05-19T16:09:56.811092+00:00", + "elapsed_ms": 3227.56, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b750e917e1b39f50e10d05c2d19505f1f2b5241 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:57.813174+00:00", + "ended_at": "2026-05-19T16:10:00.708360+00:00", + "elapsed_ms": 2895.15, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5244faef97b383c5905d1d38ea649666ba58a22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_43, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.56239, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5244faef97b383c5905d1d38ea649666ba58a22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_43, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.56239, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a530b9d9bab3174fd360713257f9fe18c292af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-37b2-70b0-88fc-23d556c80827"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f26d4ef5aaf9e9f8dc6b7a017f34b280ff32c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-37b2-70b0-88fc-23d556c80827"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..122b1ea2032a413ee940d6d50bb5217f7d7223e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4830-75d0-bf6a-54309baef959"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3d352d137e8db97a0703f0cf2ba86f684fb0769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4830-75d0-bf6a-54309baef959"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40ffc94cd247f0f476d98371210179acb44b234e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:55.384844+00:00", + "ended_at": "2026-05-19T16:17:58.494152+00:00", + "elapsed_ms": 3109.27, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8204122c238634b2fef702a7f9e3443401e68ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:59.497959+00:00", + "ended_at": "2026-05-19T16:18:02.988350+00:00", + "elapsed_ms": 3490.31, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b507000cf706b6ae96c7c62717d35a379ecb4f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_14.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_14", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b507000cf706b6ae96c7c62717d35a379ecb4f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_14.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_14", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6db45d6391b2338a6b1f5ebb92390ed5dfbb8b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9258-7752-b8b7-eeeb50fe95d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3876fa7a4965065abbf842e44047a7d3964749cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9258-7752-b8b7-eeeb50fe95d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09be8acef512af47458d85dc7153439fc3342d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a25c-74b1-9281-bd0ed0b04771"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bb37abbb26213384c703ff4c7412544e11bd87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-a25c-74b1-9281-bd0ed0b04771"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4eb2bc41c137dc2a8edd15f3073acaa8babc0fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:46.185153+00:00", + "ended_at": "2026-05-19T16:10:49.447272+00:00", + "elapsed_ms": 3262.09, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..889120034524f5d50ee0ba7c5ddf3e65e5468c5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:50.449789+00:00", + "ended_at": "2026-05-19T16:10:53.469190+00:00", + "elapsed_ms": 3019.37, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07580f1a0285e684b39192bdc6090e7fe07b51ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.12703, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07580f1a0285e684b39192bdc6090e7fe07b51ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.12703, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc74e4d1f4043ca63a3df1063d3aab6444633bbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0534-7612-83d7-5fa113c9f6e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc964dfef9935f952bf97138a8b7a1a4fdcfb321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0534-7612-83d7-5fa113c9f6e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31262edee0390a779252090b4766236c1f7cdc2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-15d4-7e72-a064-b7f6861b16ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38ca4c89b48b2482985c81d5c8798f4888c134c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-15d4-7e72-a064-b7f6861b16ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..894d69cd12dfdf9d8ec348ddc4db84208344c976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:06.260396+00:00", + "ended_at": "2026-05-19T16:27:09.892082+00:00", + "elapsed_ms": 3631.57, + "returncode": 1, + "prompt_metrics": { + "chars": 23752, + "bytes_utf8": 23752, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb74e586bce929c87e29f3ada4a20a32220c146c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:10.896451+00:00", + "ended_at": "2026-05-19T16:27:14.027623+00:00", + "elapsed_ms": 3131.11, + "returncode": 1, + "prompt_metrics": { + "chars": 23752, + "bytes_utf8": 23752, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f66bfaf13ff7b06bd4a073351ad3e4c796792db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_8.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_8", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39943, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f66bfaf13ff7b06bd4a073351ad3e4c796792db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_8.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_8", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39943, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a32a77bfea49d7c50d4401ddec6c2e4f6b14297c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-fa08-7aa0-b52a-2c1c7bfa067a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88788edacd7cb931279a43f17661513e343d867b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-fa08-7aa0-b52a-2c1c7bfa067a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4f6dc81cb0546e454dc7315decc27b73e613d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0c3c-7671-bee3-bfd65a78deee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce15d8165fa0bc120cca369c35e8495b9441621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0c3c-7671-bee3-bfd65a78deee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9663242df795366bef793fe8f4db2f7c157f8f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:12.297091+00:00", + "ended_at": "2026-05-19T16:21:16.643286+00:00", + "elapsed_ms": 4346.17, + "returncode": 1, + "prompt_metrics": { + "chars": 24377, + "bytes_utf8": 24377, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d38140865a6c88710abfb533858144adfeda142b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:17.646102+00:00", + "ended_at": "2026-05-19T16:21:20.946511+00:00", + "elapsed_ms": 3300.37, + "returncode": 1, + "prompt_metrics": { + "chars": 24377, + "bytes_utf8": 24377, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ff9016a883229dbab3403fdca91c0d6ccf4174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_34, measure_col=feature_30.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_30", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.14384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ff9016a883229dbab3403fdca91c0d6ccf4174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_34, measure_col=feature_30.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_30", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.14384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0287e644ed024a74b401203710b3757dea0050e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9301-74f3-8dc3-bdaf106ad61c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6eb56fc6bd0bb71d6217f5e37fa969ce972f7b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9301-74f3-8dc3-bdaf106ad61c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c891ab709eb0fafa50fcad55d4799ff22d87c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a7f7-7381-b5ba-f7c9d23e0a6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29a0e4c746dd3302735123bacbec8bd6c9bb3be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a7f7-7381-b5ba-f7c9d23e0a6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74533127ff7d4a9fab47d1f99ef1f7253f2b7383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/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": "2026-05-19T16:18:02.993255+00:00", + "ended_at": "2026-05-19T16:18:06.745818+00:00", + "elapsed_ms": 3752.52, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a07bf8473120b0fa790b2869fecab8ddcd3fec88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:07.750045+00:00", + "ended_at": "2026-05-19T16:18:12.931494+00:00", + "elapsed_ms": 5181.38, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..825b8b273310ed4d92bfd6b798318cb8643fe5a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_15", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..825b8b273310ed4d92bfd6b798318cb8643fe5a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_15", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eee368a1e061364181a3f349255b28a1ab33840b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-afdb-7ab2-b4af-7fc2bfa89e52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..198a9b24c733ba6ec670ec641d50b4a5cfed101f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-afdb-7ab2-b4af-7fc2bfa89e52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e14c1233b676a1d7365edb074504f889237e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c29a-7e72-9230-f55070873475"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65a012c023107bbab36c39052ce02cb34e01d602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c29a-7e72-9230-f55070873475"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..570c8d6766dd8803c766c6ff45405a90bb55d4d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:31.901420+00:00", + "ended_at": "2026-05-19T16:11:34.801013+00:00", + "elapsed_ms": 2899.55, + "returncode": 1, + "prompt_metrics": { + "chars": 23727, + "bytes_utf8": 23727, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42f0dcb7b161f874839bc69f3b8d4d803bca5371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:35.802921+00:00", + "ended_at": "2026-05-19T16:11:40.427468+00:00", + "elapsed_ms": 4624.52, + "returncode": 1, + "prompt_metrics": { + "chars": 23727, + "bytes_utf8": 23727, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b219bf095797374021e5c617745a0ae11ae2f79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_42.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_42", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58994, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b219bf095797374021e5c617745a0ae11ae2f79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_42.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_42", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.58994, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9808f07fef00718d3778030edb5524c8638a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b7e7-7d93-9a4c-225994c4868e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49721d5f4dfcea790026c564a93c84cc983b4580 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b7e7-7d93-9a4c-225994c4868e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7b9fd312144c027b1ae7738adafe660b13dee02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c6fb-7143-adde-26642b96e803"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c67850e95710d555c31fe76b7bdb278f8b3c9e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-c6fb-7143-adde-26642b96e803"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..353221c99e88c704995fa8f2f1606f8454a3c28b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:06.265727+00:00", + "ended_at": "2026-05-19T16:29:10.040433+00:00", + "elapsed_ms": 3774.67, + "returncode": 1, + "prompt_metrics": { + "chars": 23810, + "bytes_utf8": 23810, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..120392587c07ba11593690a37181875e50a29d2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:11.044106+00:00", + "ended_at": "2026-05-19T16:29:14.036864+00:00", + "elapsed_ms": 2992.68, + "returncode": 1, + "prompt_metrics": { + "chars": 23810, + "bytes_utf8": 23810, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba84223e76cddd135bfab1794a924c36f04c655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_42.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_42", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba84223e76cddd135bfab1794a924c36f04c655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_42.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_42", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ddb9e497b9114d70228c388e2d58721edefe1ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cedc-7420-86d1-ce68c8cf908e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfcfb90e1ce9c3d154d930ea73b24cfac6bd79d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cedc-7420-86d1-ce68c8cf908e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69d7520d5edc9446758f9e7c2b31720081b62461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-e160-7302-a744-b0f4dd4978af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd8864f16ed8c1a7da61488bda3912c796f4d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-e160-7302-a744-b0f4dd4978af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be88b6d5802d0b9ee84de262d589e71db0906e67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:21.938705+00:00", + "ended_at": "2026-05-19T16:09:26.668947+00:00", + "elapsed_ms": 4730.21, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c494530f4554a280b78f15d156e67ed4b295d702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:27.670935+00:00", + "ended_at": "2026-05-19T16:09:30.686642+00:00", + "elapsed_ms": 3015.67, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f91f98282f1ef073acfc346e814a9fe55f7d141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.25664, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f91f98282f1ef073acfc346e814a9fe55f7d141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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+ "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.25664, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f8eabc6574ec6a6aa02f618a9e1467ccce258d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bc21-7992-8107-1e687b527edf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99c368c9f6891879becdf14ee585c19104d2eea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bc21-7992-8107-1e687b527edf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e45cde7bf8cbb879ea850db57cbffb4446fe69c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d29c-7150-9232-daeee5fc9b36"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51731a11aac3085f6397ecccac35b681625192b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d29c-7150-9232-daeee5fc9b36"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5524545b9b6aa11a8c0558d8e32ba09caf0b54d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:14.033040+00:00", + "ended_at": "2026-05-19T16:27:17.419747+00:00", + "elapsed_ms": 3386.67, + "returncode": 1, + "prompt_metrics": { + "chars": 23753, + "bytes_utf8": 23753, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37b2c8022a598c9f5d1ab920d53d6860e63fa93b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:18.423250+00:00", + "ended_at": "2026-05-19T16:27:21.555579+00:00", + "elapsed_ms": 3132.27, + "returncode": 1, + "prompt_metrics": { + "chars": 23753, + "bytes_utf8": 23753, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55be0f70d5db8f90854e82412c89638905bf74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_9.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_9", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16624, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55be0f70d5db8f90854e82412c89638905bf74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_9.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_9", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16624, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..663dbcc396b5bc5d9cc5f6c6ef066c496b0afeb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-186a-7480-8e47-30c40235a9e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40eb8fca002b4be626dfce911ac956ee4f74f6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-186a-7480-8e47-30c40235a9e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b618d8abac4a38bb99f3b09d67668486ef29da4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-299d-7f30-a19d-bc023d51507c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc8a63cd03d8670c6fb16ccc27444422f7fe31e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-299d-7f30-a19d-bc023d51507c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e02f28926d241ff83ec450c9a705d30398f887f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:10.310642+00:00", + "ended_at": "2026-05-19T16:13:13.156782+00:00", + "elapsed_ms": 2846.11, + "returncode": 1, + "prompt_metrics": { + "chars": 24235, + "bytes_utf8": 24235, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..150ec9d5ba62c84ef4aef07e2a48a503e1613d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:14.158713+00:00", + "ended_at": "2026-05-19T16:13:17.368676+00:00", + "elapsed_ms": 3209.93, + "returncode": 1, + "prompt_metrics": { + "chars": 24235, + "bytes_utf8": 24235, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61038f6918422a1cb78a986507184a5156950b95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_29", + "item_col": "feature_30", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61038f6918422a1cb78a986507184a5156950b95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_29", + "item_col": "feature_30", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..594b89b69e7609601ef0cb550c9e8d6db5af23dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3819-7ca2-ba32-968fca1d4eab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b63beff5e9a911524e67118eda932321a2c3cdf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3819-7ca2-ba32-968fca1d4eab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11ee717e356a8efa7221de18b8a27e7bc5729be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4719-7e31-ad0f-972ff147584f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..452b9f7729618c9f77a730816fba92955def27c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4719-7e31-ad0f-972ff147584f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2251a74a8974e8573e96c267a96af47006250803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:47.984308+00:00", + "ended_at": "2026-05-19T16:15:51.179382+00:00", + "elapsed_ms": 3195.05, + "returncode": 1, + "prompt_metrics": { + "chars": 24620, + "bytes_utf8": 24620, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f41b97305af42b45e41d9c2764381f47ed72c36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:52.182308+00:00", + "ended_at": "2026-05-19T16:15:55.007052+00:00", + "elapsed_ms": 2824.65, + "returncode": 1, + "prompt_metrics": { + "chars": 24620, + "bytes_utf8": 24620, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c1da2d45012e5d9fb54fd340dd02e907d9052a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.08739, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c1da2d45012e5d9fb54fd340dd02e907d9052a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.08739, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..794c4cdd011e3c63b757d12695ec2ab142e2e7d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a032-7d10-8562-037cafd9e771"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a0ff2d31e87a413f60f3defae22412454c4b09e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a032-7d10-8562-037cafd9e771"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..436dd4daf7bc1868a8f43ab73d57c0a1279a97f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b081-7b71-8e7a-28d5cb26a72e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a634c88369a99c0544e9936fc21e033f07503174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b081-7b71-8e7a-28d5cb26a72e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..452b0fece9430f4ed4d638553e70e06163854d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/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": "2026-05-19T16:25:48.530837+00:00", + "ended_at": "2026-05-19T16:25:51.605254+00:00", + "elapsed_ms": 3074.37, + "returncode": 1, + "prompt_metrics": { + "chars": 24058, + "bytes_utf8": 24058, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7f7ba2384c3e66062ab5b78d5cf35e871c95aa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/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": "2026-05-19T16:25:52.609476+00:00", + "ended_at": "2026-05-19T16:25:56.151167+00:00", + "elapsed_ms": 3541.63, + "returncode": 1, + "prompt_metrics": { + "chars": 24058, + "bytes_utf8": 24058, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5967ba9ac331e20231df839b64631a284f25c771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.305617, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5967ba9ac331e20231df839b64631a284f25c771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.305617, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb34a60d51ffeb79a17a9e4dcb883ef2d5808ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ca70-7cc0-b476-0f4a5fcbd76d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4d19ca80a77694ce6e30c35fcf0d2eefe62346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-da7c-7f63-b71b-cf31e845bf17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5d1af473d910fa790226bb0dcb0cb0e7e7c03aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-da7c-7f63-b71b-cf31e845bf17"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..726732c69a455e226d4b531637ec940e8de54847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/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": "2026-05-19T16:25:16.686513+00:00", + "ended_at": "2026-05-19T16:25:19.975085+00:00", + "elapsed_ms": 3288.53, + "returncode": 1, + "prompt_metrics": { + "chars": 24059, + "bytes_utf8": 24059, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d35cff2507c4d5141b33660f874f783b52946e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/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": "2026-05-19T16:25:20.978428+00:00", + "ended_at": "2026-05-19T16:25:24.620221+00:00", + "elapsed_ms": 3641.74, + "returncode": 1, + "prompt_metrics": { + "chars": 24059, + "bytes_utf8": 24059, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca089277407fca68f7b4654b9165a451666a6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.165945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca089277407fca68f7b4654b9165a451666a6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_33", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.165945, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9e8c49e7dae09f614e0fc3e2081405c13bc78db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4e14-72c1-9d0e-09ec26cc1476"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d0b4c759bcaf340093c4c7550807f5d0dafde72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4e14-72c1-9d0e-09ec26cc1476"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4d5c6b254319027b3398e26f9a6efa7820fe31e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5edb-7692-b8dd-0786156e8640"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d59095a4ce7d8498e9674b36f4a289e55bd7f21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5edb-7692-b8dd-0786156e8640"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c0b06eb0a081248772ae3706e247caa7d92d2c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/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": "2026-05-19T16:31:20.993712+00:00", + "ended_at": "2026-05-19T16:31:24.330753+00:00", + "elapsed_ms": 3336.99, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7c22db501f5da7f58b51f4bd7573165acdcdad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/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": "2026-05-19T16:31:25.334173+00:00", + "ended_at": "2026-05-19T16:31:29.045124+00:00", + "elapsed_ms": 3710.89, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f4be9c1b16542d72f3d482326e99e7b43563b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_34.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_34", + "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": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f4be9c1b16542d72f3d482326e99e7b43563b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_34.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_34", + "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": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..933c9753720b0941c70a2a601388628f1ca96ff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-dd11-7223-8021-4a1a8caa0ea0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb295fce40421f7b5ffd8c4211c712c6a1c7716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-dd11-7223-8021-4a1a8caa0ea0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb3a7f687ad84c502587e664d3b0efdd18bb28d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-ee1d-7a32-8877-3ca2e3ff5c74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f2d02feee04d695cf83f2220b753647885fd094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-ee1d-7a32-8877-3ca2e3ff5c74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79587dd63503a5970a9315a44bfe6150a83c6ee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:24.774618+00:00", + "ended_at": "2026-05-19T16:11:28.002040+00:00", + "elapsed_ms": 3227.4, + "returncode": 1, + "prompt_metrics": { + "chars": 23729, + "bytes_utf8": 23729, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb7db72bb20c7c608694c3c9edcca2b0463b2a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:29.004376+00:00", + "ended_at": "2026-05-19T16:11:31.897321+00:00", + "elapsed_ms": 2892.91, + "returncode": 1, + "prompt_metrics": { + "chars": 23729, + "bytes_utf8": 23729, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..135c5a7a23e1008214a5e9b20455e5ebd9ae200c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_34.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_34", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..135c5a7a23e1008214a5e9b20455e5ebd9ae200c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_34.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_34", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.11138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a58957d667ffc70030f82122baf7552f6fbb13aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9bde-7262-a9a0-a29b701beb41"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d369ed3a31db123bd9560347c6b70b9cf71e000c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9bde-7262-a9a0-a29b701beb41"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa27a56067caf4c1922e4d8ce81becb571be7d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ac7e-7810-813e-072f67276416"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..505c2f0b2958b7b9e12e2ba05abfb66008bab841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ac7e-7810-813e-072f67276416"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..929ec57bb4b84acbdd8d15ffb0c97b043218718c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:08.252519+00:00", + "ended_at": "2026-05-19T16:11:11.837968+00:00", + "elapsed_ms": 3585.42, + "returncode": 1, + "prompt_metrics": { + "chars": 23730, + "bytes_utf8": 23730, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32fd78c52cb9a772bf8e8d030f2c01198777400b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:12.840191+00:00", + "ended_at": "2026-05-19T16:11:17.735415+00:00", + "elapsed_ms": 4895.19, + "returncode": 1, + "prompt_metrics": { + "chars": 23730, + "bytes_utf8": 23730, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fba9589dd2b18e41551bcb78840362085846b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_10", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.003804, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fba9589dd2b18e41551bcb78840362085846b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_10.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_10", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.003804, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a18734a912aa5eca872bbaeecd8bc101383121ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5b53-7381-87e4-2b82554bc139"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb3844a6dbd0eb9070b80a84f5ec772b6712c22d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5b53-7381-87e4-2b82554bc139"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89edb622c204affc3ef642ae18d049d60f1f3928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6d50-7d51-8fd4-bd9eb8360cf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2aa432750315256eebc5e19676ab37214c4f96ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6d50-7d51-8fd4-bd9eb8360cf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c160e8a9f8ca6745d94d9a3ba2e6147a40167607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:29.189395+00:00", + "ended_at": "2026-05-19T16:15:32.235426+00:00", + "elapsed_ms": 3046.0, + "returncode": 1, + "prompt_metrics": { + "chars": 24612, + "bytes_utf8": 24612, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec85b9300d5faacc999f6fa6244de42a36776790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:33.238161+00:00", + "ended_at": "2026-05-19T16:15:39.995987+00:00", + "elapsed_ms": 6757.78, + "returncode": 1, + "prompt_metrics": { + "chars": 24612, + "bytes_utf8": 24612, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab29914d19f57fa373a8fc3f3834f8186e361eb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=target, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "target", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.16374, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab29914d19f57fa373a8fc3f3834f8186e361eb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=target, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "target", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.16374, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c4070bffd23a36aa6cbdb66c7b30f6a87231f70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-569b-70e1-bb44-b721a3543858"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01be54b46a84eb7d621804c4556393e7cd02d1f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-569b-70e1-bb44-b721a3543858"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eea2b4b13875ed05bac3aceb9637d478e66ded6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-666b-7f70-b3cc-029ef92a82ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5406141273b48d35d969bc9b20d591b5c87308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-666b-7f70-b3cc-029ef92a82ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f81a9aa9bb7b4e92f2825de1d26d404ff47f3d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:49.691512+00:00", + "ended_at": "2026-05-19T16:19:55.486702+00:00", + "elapsed_ms": 5795.16, + "returncode": 1, + "prompt_metrics": { + "chars": 24376, + "bytes_utf8": 24376, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7f3028a3f3b598960fd6981c6f3d2032ef3db01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:56.488693+00:00", + "ended_at": "2026-05-19T16:19:59.466380+00:00", + "elapsed_ms": 2977.65, + "returncode": 1, + "prompt_metrics": { + "chars": 24376, + "bytes_utf8": 24376, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ba349fa89a59a8098f16b604cbe2bd4c7f006fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_43, measure_col=feature_26.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_26", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ba349fa89a59a8098f16b604cbe2bd4c7f006fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_43, measure_col=feature_26.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_26", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.18967, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01e428b884c34741a3cdaed105c0ff27d55ee21c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5041-7453-8da7-667246d13bbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27580c8a770ede668947edfbf4bf04e682de2ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5041-7453-8da7-667246d13bbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b00dff069f0d1aab4696ff779c0c98e27f0ba985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6afd-7f01-82e0-9f5e6189826a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f382ce1a219b73a8053ae6fe567e3e4d627265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6afd-7f01-82e0-9f5e6189826a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44970f2772117081ca8476f583b59a35d28044a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:32.118793+00:00", + "ended_at": "2026-05-19T16:23:39.087903+00:00", + "elapsed_ms": 6969.06, + "returncode": 1, + "prompt_metrics": { + "chars": 23996, + "bytes_utf8": 23996, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a4acc10fe229ccba5bbae7f1efa394fb3d3a7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:40.091906+00:00", + "ended_at": "2026-05-19T16:23:45.207690+00:00", + "elapsed_ms": 5115.72, + "returncode": 1, + "prompt_metrics": { + "chars": 23996, + "bytes_utf8": 23996, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95fefb33019cd9b35a574959274c458fe6d4b918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=target, measure_col=feature_39.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "target", + "measure_col": "feature_39", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.13553, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..95fefb33019cd9b35a574959274c458fe6d4b918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=target, measure_col=feature_39.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "target", + "measure_col": "feature_39", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.13553, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c78693396cfc5be0bf24096560f8b7b95d56281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-b58f-7103-8e0d-0c9c19da92d7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c101417c5ccf6718157b8f0f70f39a42af05526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-b58f-7103-8e0d-0c9c19da92d7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1801001456a24838b3fc9b6a4c6a820deb3f540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d4dd-7c21-978b-ce71aca5c477"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2cb241065d75b477add0d8779941467629571d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d4dd-7c21-978b-ce71aca5c477"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6426216072fe271454e9cad1c38c2c8b3cbb0bac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:53.472717+00:00", + "ended_at": "2026-05-19T16:10:56.878304+00:00", + "elapsed_ms": 3405.56, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d9c50bfdb1aba8b383c3a5f3488e1c26448f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:57.880653+00:00", + "ended_at": "2026-05-19T16:11:00.920563+00:00", + "elapsed_ms": 3039.88, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4355640609c2dd486c71c43b333ed23e5e68ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_9", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16624, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4355640609c2dd486c71c43b333ed23e5e68ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_9", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.16624, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62229819df15acbefa2c8e8e5436c3281474ab44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-21a2-7d82-b55f-5864910b2ea9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2c40976faaa1472185f89d03426ce9c36431d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-21a2-7d82-b55f-5864910b2ea9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..750a5a993420bb6202044a29a520b32d19bb6acb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-32db-7c71-b725-059e78cd174c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df4ce83248ccf1d4ae60a2dbb99ac21ddb5103f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-32db-7c71-b725-059e78cd174c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f43d57a0dae74ae8a2cb24ee4c52462fc0f6f9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:30.981582+00:00", + "ended_at": "2026-05-19T16:16:35.501481+00:00", + "elapsed_ms": 4519.85, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c02f2b52201530f853c64da9792d03fbea269e1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:36.505247+00:00", + "ended_at": "2026-05-19T16:16:39.814838+00:00", + "elapsed_ms": 3309.51, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e74499371badcb08877df20f205c2d49870780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_43.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_33", + "group_col_2": "feature_43", + "predicate_col": "feature_1", + "predicate_op": ">=", + "predicate_value": 0.647185, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.83152, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e74499371badcb08877df20f205c2d49870780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_43.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_33", + "group_col_2": "feature_43", + "predicate_col": "feature_1", + "predicate_op": ">=", + "predicate_value": 0.647185, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.83152, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b09aa211c72bca7563e23d57aa99c31c1540ba51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-4875-7a92-b175-2206583c5cce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c60ecdc31f0af8a34251d379b1c4b4224e871458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-4875-7a92-b175-2206583c5cce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f3e3538e65ddec7cc61e3ee132f0d6933cd0d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5e30-7be0-88c5-c615b232b1a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1562b0dede7c5005759aaf6173d28daf5d6b035f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5e30-7be0-88c5-c615b232b1a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42af8a26b865c89f6eaf87cb3be131b52f9b2740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:38.888969+00:00", + "ended_at": "2026-05-19T16:09:41.852150+00:00", + "elapsed_ms": 2963.15, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f40c33f7ab566b89176b3ffa68df7b7f20f272b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:42.854134+00:00", + "ended_at": "2026-05-19T16:09:46.221186+00:00", + "elapsed_ms": 3367.01, + "returncode": 1, + "prompt_metrics": { + "chars": 23820, + "bytes_utf8": 23820, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be6570d3da497fea97045003b70e96f9eff2c3bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_42, measure_col=feature_4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_4", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.664448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be6570d3da497fea97045003b70e96f9eff2c3bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_42, measure_col=feature_4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_4", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.664448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead4b439d8335f35ce5e4607a73fa35faab5f5c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fe74-7841-88c1-8645f25452b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..268b958b42fa75fd905b910e9cfea50f92684c82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fe74-7841-88c1-8645f25452b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..408a859ed473ff944e7b92fe38680aa1b8dab6c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0df2-7ac2-bcfc-03014f5db1dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7272246bc6de9914740fbbc99251ba1d0a507ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0df2-7ac2-bcfc-03014f5db1dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1768fae2e4ba5c1c0baad73bf9872a59651e6692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:14.044217+00:00", + "ended_at": "2026-05-19T16:29:17.485873+00:00", + "elapsed_ms": 3441.6, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c82078f6347ef5ebc0558d05f1fadf82c9e54011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:18.489662+00:00", + "ended_at": "2026-05-19T16:29:21.752881+00:00", + "elapsed_ms": 3263.16, + "returncode": 1, + "prompt_metrics": { + "chars": 23807, + "bytes_utf8": 23807, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..248226c596510be638a8c39abb917332aa67ce9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_43.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_43", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.21802, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..248226c596510be638a8c39abb917332aa67ce9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_43.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_43", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.21802, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..273f8f4ba26503818fa93ecc06662dacd15b9259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ed3e-7ef2-961a-45223faa9f76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba4425d398d25e19ab5b49612a4c4c05cf64d492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ed3e-7ef2-961a-45223faa9f76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89a608088919bb5d99befcc248e1ccf18c8deca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fe9b-74b3-bba6-84536c67ddf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..90d0526bdd2ee54909de4a65d6ff13f012573f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-fe9b-74b3-bba6-84536c67ddf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e30cb9d91c509f6a6ff1fc310899e8d097f94d84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:15.088780+00:00", + "ended_at": "2026-05-19T16:09:18.011286+00:00", + "elapsed_ms": 2922.48, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c2abf383ad80a2367643870e5634b83016b743e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:19.013472+00:00", + "ended_at": "2026-05-19T16:09:21.935133+00:00", + "elapsed_ms": 2921.63, + "returncode": 1, + "prompt_metrics": { + "chars": 23822, + "bytes_utf8": 23822, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78afbd2a7ece2e38fe4da5fa8c52e8778512de15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.60136, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78afbd2a7ece2e38fe4da5fa8c52e8778512de15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.60136, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c675d81f6c26bb2b1dc7aab38fbb9d4bc3197aba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-a150-7e51-81b9-b81515317497"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f833a9ab3c6ebca008c664852168231474d5222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-a150-7e51-81b9-b81515317497"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c956531b4d83153faf5aa83c3ce75b53237768f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b0ab-7f13-bce4-a1ed619681c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cbc7fc7e5ca8339303d3b8c5a5e727c8eba3974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b0ab-7f13-bce4-a1ed619681c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0296c62d4672c2b78f396d359e661bcc26325485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:48.942454+00:00", + "ended_at": "2026-05-19T16:21:00.807741+00:00", + "elapsed_ms": 11865.26, + "returncode": 1, + "prompt_metrics": { + "chars": 24378, + "bytes_utf8": 24378, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2ca8e4cb42a943e32d98431d444ee20942413c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:01.810737+00:00", + "ended_at": "2026-05-19T16:21:05.309845+00:00", + "elapsed_ms": 3499.06, + "returncode": 1, + "prompt_metrics": { + "chars": 24378, + "bytes_utf8": 24378, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f377ac5dd6de7b5d17fc24bdccca0b4870782fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_29.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_29", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f377ac5dd6de7b5d17fc24bdccca0b4870782fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_29.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_29", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d9bd7ea105bbbe7242d5617b040aed037d8f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-37c8-75e3-adf8-5bb4088d8647"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af2324c660bbd02dddca49b16aa4687727a89e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-37c8-75e3-adf8-5bb4088d8647"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e55fa5a978ac7ec4a7fa868516507d9d5a5aff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-69fc-7781-81b9-b1d7144e7cd5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbc1ca4dc787087849f471033cf9ffb3d83de72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-69fc-7781-81b9-b1d7144e7cd5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05805b404175e1937e350d174e3e04bed65bfd00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:12.934447+00:00", + "ended_at": "2026-05-19T16:24:16.195851+00:00", + "elapsed_ms": 3261.36, + "returncode": 1, + "prompt_metrics": { + "chars": 24004, + "bytes_utf8": 24004, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce545b8945943a4cff0cb0cce993af3ee7b58d27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:17.198753+00:00", + "ended_at": "2026-05-19T16:24:22.034553+00:00", + "elapsed_ms": 4835.74, + "returncode": 1, + "prompt_metrics": { + "chars": 24004, + "bytes_utf8": 24004, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61de5a99ea964935f57b5a460ab362fd4ffd4852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_41.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_41", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.16944, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61de5a99ea964935f57b5a460ab362fd4ffd4852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_41.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_41", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.16944, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7b46432eb030ed856b539ff81ec56d2620a631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-551c-7d70-b508-9333b0847e09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ddf4a37f40e1f87c6012d0bf275d92b6eed0ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-551c-7d70-b508-9333b0847e09"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9455ae81c8d3f3d0dfa85f3c18783f2cba772dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-659a-7b13-a49a-29a6788aa5e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdaa76cd58c8599d35735ca3316ff2b3b5c23316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-659a-7b13-a49a-29a6788aa5e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8277d6942ea11187f1b4276a7540f5ef34a719ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:19.170567+00:00", + "ended_at": "2026-05-19T16:26:22.387937+00:00", + "elapsed_ms": 3217.33, + "returncode": 1, + "prompt_metrics": { + "chars": 24049, + "bytes_utf8": 24049, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..537d7751e99b045d732ea6df7b084bc753ad6db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:23.390480+00:00", + "ended_at": "2026-05-19T16:26:26.519258+00:00", + "elapsed_ms": 3128.73, + "returncode": 1, + "prompt_metrics": { + "chars": 24049, + "bytes_utf8": 24049, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e966fd8673d61100902369506d5d5b7ce9ff552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=target, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "target", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.65818, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e966fd8673d61100902369506d5d5b7ce9ff552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=target, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "target", + "condition_col": "target", + "condition_value": "1", + "positive_value": "6", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.65818, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a9ba1e09364b60660e7028d8efddc90769afd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4213-7bc1-8940-b3be668797b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d0af9311e1a2486f3077dddb399e46b352a8a14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4213-7bc1-8940-b3be668797b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..446798cc8adafb99441f57eda2db814fce88e895 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-528c-7f73-9102-7c9718f0187a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60761c02b4ac60d61a05da5ff02eb732786475c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-528c-7f73-9102-7c9718f0187a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9630707f53665d31af73938c7915c87ca3e22831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/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": "2026-05-19T16:25:40.482655+00:00", + "ended_at": "2026-05-19T16:25:44.106376+00:00", + "elapsed_ms": 3623.68, + "returncode": 1, + "prompt_metrics": { + "chars": 24051, + "bytes_utf8": 24051, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6214920ba0717ba558a6062c01503747cbab6113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/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": "2026-05-19T16:25:45.109277+00:00", + "ended_at": "2026-05-19T16:25:48.524870+00:00", + "elapsed_ms": 3415.54, + "returncode": 1, + "prompt_metrics": { + "chars": 24051, + "bytes_utf8": 24051, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d41e4ad4b5b0140ff600ef3bc45e62ddd86091f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.305617, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d41e4ad4b5b0140ff600ef3bc45e62ddd86091f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_42, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_42", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.305617, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0dd1d319d84afd2a356603e391aa0e5ba085708 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ab15-72c2-abbe-55b4c654c8bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31a73eea86e764719074fab9a3af39973d2bcbef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-ab15-72c2-abbe-55b4c654c8bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1293df89a934c5066c499fb521669a0e317d049b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bcfe-76a1-9ba0-e9221ef9a4b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea1f66bc67836b2033875c7d3155db2146cf8636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bcfe-76a1-9ba0-e9221ef9a4b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f772af31f0fa4db6e33d2095ef09dfc386d9314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:09.357810+00:00", + "ended_at": "2026-05-19T16:20:12.875565+00:00", + "elapsed_ms": 3517.73, + "returncode": 1, + "prompt_metrics": { + "chars": 24369, + "bytes_utf8": 24369, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c56a3ca922b9e8a90ba825733c23b0c3ddb13ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:13.879642+00:00", + "ended_at": "2026-05-19T16:20:17.039246+00:00", + "elapsed_ms": 3159.55, + "returncode": 1, + "prompt_metrics": { + "chars": 24369, + "bytes_utf8": 24369, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee5a2ec10fd458371a0b70445a24c468cafb8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_27.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "target", + "measure_col": "feature_27", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.24529, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee5a2ec10fd458371a0b70445a24c468cafb8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_27.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "target", + "measure_col": "feature_27", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.24529, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f75ea912509c384baff6111540cfe8791aef5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9d19-7a12-aa0e-ffaa5098faec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38935ae626c7c99bb5b10acc8e2c2ac90125eca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9d19-7a12-aa0e-ffaa5098faec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0246e909da35277b1992fb450b9069e7a5cf68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-aeb9-78d0-9d69-ed8cc5b138b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bdffaa2972b5c1f658788aea153b230ded4628b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-aeb9-78d0-9d69-ed8cc5b138b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b648dd0e42849d3bd7d7416c2151cabb751753c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/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": "2026-05-19T16:18:50.484216+00:00", + "ended_at": "2026-05-19T16:18:53.741103+00:00", + "elapsed_ms": 3256.86, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba9c857bcadd7282c29d5f927164114ac858fbdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/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": "2026-05-19T16:18:54.743036+00:00", + "ended_at": "2026-05-19T16:18:58.034866+00:00", + "elapsed_ms": 3291.8, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..003bf75cff8a7ae2140f8418a64f6d1cf7fd1873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_22.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_22", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..003bf75cff8a7ae2140f8418a64f6d1cf7fd1873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_22.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_22", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a9d2834c51288f04abbf3befac0a06590664d90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-68e3-7db2-9727-272e54330c98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..826af7935534058642b6b3c9e4be53197ce17b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-68e3-7db2-9727-272e54330c98"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..864bf8a341f6ae4f439b9b7eb08527fcae83f5f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-79ca-70b1-8972-48f4b7f4f302"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c5af44c074d2cc506e9beb4e1e8ff46472ff504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-79ca-70b1-8972-48f4b7f4f302"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b5bab772098655bd78217babe027c67503a53ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:08.527242+00:00", + "ended_at": "2026-05-19T16:14:11.444978+00:00", + "elapsed_ms": 2917.71, + "returncode": 1, + "prompt_metrics": { + "chars": 24235, + "bytes_utf8": 24235, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1001316f1e018c541b4cf34fd2ba317e6965fa49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:12.448758+00:00", + "ended_at": "2026-05-19T16:14:15.564841+00:00", + "elapsed_ms": 3116.03, + "returncode": 1, + "prompt_metrics": { + "chars": 24235, + "bytes_utf8": 24235, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b439e1ebe32c5ebc92877fdcc745c5f8386b944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "item_col": "feature_35", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.050869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b439e1ebe32c5ebc92877fdcc745c5f8386b944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_33", + "item_col": "feature_35", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.050869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd95b5725db9b6d33e0d92e2c7aed8e5ef653e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1b9e-7431-a2fa-bc0478a76575"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67aaa0c755bbcb37ec8a8364455912350614d492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1b9e-7431-a2fa-bc0478a76575"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f74be461209b7a7071c98b828893b56c205a2309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2acb-7351-80e3-1cbab9f43f00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9730e5a170ed2d319c46f2590c971b8b46fcde0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2acb-7351-80e3-1cbab9f43f00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd14e92c8a6306d979185c058873e2ea12021878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:56.153067+00:00", + "ended_at": "2026-05-19T16:16:59.653771+00:00", + "elapsed_ms": 3500.66, + "returncode": 1, + "prompt_metrics": { + "chars": 24137, + "bytes_utf8": 24137, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43780934d3c6a3f36a567b0f11c430ea9573063b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:00.656664+00:00", + "ended_at": "2026-05-19T16:17:06.064636+00:00", + "elapsed_ms": 5407.92, + "returncode": 1, + "prompt_metrics": { + "chars": 24137, + "bytes_utf8": 24137, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb3406ac618c5316e3a994f9926d006f6656b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=feature_43.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_34", + "group_col_2": "feature_43", + "predicate_col": "feature_4", + "predicate_op": ">=", + "predicate_value": 0.664448, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.56239, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb3406ac618c5316e3a994f9926d006f6656b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=feature_43.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_34", + "group_col_2": "feature_43", + "predicate_col": "feature_4", + "predicate_op": ">=", + "predicate_value": 0.664448, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.56239, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..630ceb8cf3fd9a6defbf7e660557b2d84b518615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-aab4-7c10-931f-32c71692033e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d39d2dd7ba10583856bf9bbec1e6db8702d63b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-aab4-7c10-931f-32c71692033e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8bb2aa86c5f8127619c085c4d903a72bebb51cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-bc66-78b2-8c19-bc038ea37742"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96138e4444afb6f3abc4c43fd36da553803ed80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-bc66-78b2-8c19-bc038ea37742"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1698988c2bbd84875f8001a50761df3ac2a3c41b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:28.128801+00:00", + "ended_at": "2026-05-19T16:17:31.674514+00:00", + "elapsed_ms": 3545.67, + "returncode": 1, + "prompt_metrics": { + "chars": 23987, + "bytes_utf8": 23987, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c25360cbc9f0962925002ac3b57b4cb944df0986 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:32.677327+00:00", + "ended_at": "2026-05-19T16:17:36.171799+00:00", + "elapsed_ms": 3494.41, + "returncode": 1, + "prompt_metrics": { + "chars": 23987, + "bytes_utf8": 23987, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a84c9b44016c727b102ed3ee618936b8ed4f6153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_11.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_11", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9956, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a84c9b44016c727b102ed3ee618936b8ed4f6153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_11.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_11", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9956, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e466cdda25dc1586381146b72b499a0c1ca2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-27a2-71b2-9b33-88d0a8320088"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29c52de2059f94c3da15eeead05471ed2dcfa6f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-27a2-71b2-9b33-88d0a8320088"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b32b08a699a1353fa6a51a0ac25b2012ba1d9e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-396a-72f2-8ab6-87eb34f9a1a3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13182b040e8cfe20fc6a0784564f4097cf4962d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-396a-72f2-8ab6-87eb34f9a1a3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90d7c7c33d62ee96626b4e48cabfdeef934876c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:24.657052+00:00", + "ended_at": "2026-05-19T16:13:27.684292+00:00", + "elapsed_ms": 3027.21, + "returncode": 1, + "prompt_metrics": { + "chars": 24222, + "bytes_utf8": 24222, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7e64f163f24d29b4324b9a3af6c478b5a6faed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:28.687953+00:00", + "ended_at": "2026-05-19T16:13:31.916476+00:00", + "elapsed_ms": 3228.48, + "returncode": 1, + "prompt_metrics": { + "chars": 24222, + "bytes_utf8": 24222, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..735fdc14d7954959075d33eb8ab6328a2d857137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=target, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "target", + "measure_col": "feature_30", + "item_col": "feature_31", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.14384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..735fdc14d7954959075d33eb8ab6328a2d857137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=target, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "target", + "measure_col": "feature_30", + "item_col": "feature_31", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.14384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d0124e30402df0f2529a2b82bbea79dae58515d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7025-7c13-8e3c-4c4a4030c1c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a64ef8dbaf74a4e35aebea205917c90777a9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7025-7c13-8e3c-4c4a4030c1c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f410fc5cb4e4d577d2f374dea5e395e5a50248f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7ff9-7e31-95cb-32ffdaf754d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbb4e3bc30dcf67a8b0674d207b13ef69b7597ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7ff9-7e31-95cb-32ffdaf754d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b09c77fa02e003ed73a7bec0ef036fff6280e340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:06.334260+00:00", + "ended_at": "2026-05-19T16:15:09.358193+00:00", + "elapsed_ms": 3023.91, + "returncode": 1, + "prompt_metrics": { + "chars": 24622, + "bytes_utf8": 24622, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b10fac5c9aa8d200e02e457c29a11729eb0a1611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:10.360127+00:00", + "ended_at": "2026-05-19T16:15:14.310514+00:00", + "elapsed_ms": 3950.36, + "returncode": 1, + "prompt_metrics": { + "chars": 24622, + "bytes_utf8": 24622, + "lines": 723, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..697ddb671acd9df9a8ab9d2ffb49cf41432c2c48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..697ddb671acd9df9a8ab9d2ffb49cf41432c2c48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,723 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_34, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_34", + "condition_col": "target", + "condition_value": "6", + "positive_value": "6", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..793f66ffea5135ef8aef048fa56a52b77fbd370c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fd5d-7792-b0a3-f8712363ebbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75ee95f59acd3449836e60846edf453b1df33888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fd5d-7792-b0a3-f8712363ebbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6248c9e4285b35b7b657372c78399809ecfb6b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0d1c-7e92-bb17-1ebd7b1ea8ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86bc4d61ab79ba3e3893e6eb3b888368c1c90c62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0d1c-7e92-bb17-1ebd7b1ea8ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc1043b12a58b41172028add5921824b6b02cad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:15.737516+00:00", + "ended_at": "2026-05-19T16:10:18.720596+00:00", + "elapsed_ms": 2983.05, + "returncode": 1, + "prompt_metrics": { + "chars": 23815, + "bytes_utf8": 23815, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a067e84d1e2710d388203d2ea7e01d667eb6cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:19.722623+00:00", + "ended_at": "2026-05-19T16:10:22.767772+00:00", + "elapsed_ms": 3045.11, + "returncode": 1, + "prompt_metrics": { + "chars": 23815, + "bytes_utf8": 23815, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89490c68cfb1178007fc07e1d3d8ac79453ef316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "target", + "measure_col": "feature_6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.13313, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89490c68cfb1178007fc07e1d3d8ac79453ef316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "target", + "measure_col": "feature_6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.13313, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0aa47593ca853ba3de658d25219601a593b855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8e4e-78f2-b22a-39001a3bc4b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..646c4083e100079e7f3dc3041ca9c6c5a2c91202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8e4e-78f2-b22a-39001a3bc4b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..089b2c9582a296e53e5d06b733b69f7379acf77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9dc4-7090-ac4a-9d089a4fd780"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ff786b2f971cee85f4e74e98fca3a4aaff4db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9dc4-7090-ac4a-9d089a4fd780"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9a07fa18ff9801b40d07ea58b0562a6bbcb06c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:40.838109+00:00", + "ended_at": "2026-05-19T16:21:49.920446+00:00", + "elapsed_ms": 9082.31, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a057fe4e6744b57b8ae2bf5236c409dda761b40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:50.923221+00:00", + "ended_at": "2026-05-19T16:21:54.306587+00:00", + "elapsed_ms": 3383.32, + "returncode": 1, + "prompt_metrics": { + "chars": 24379, + "bytes_utf8": 24379, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9346e8a670ef4df3f492b433c694a35822b959e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42, measure_col=feature_31.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_31", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23127, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9346e8a670ef4df3f492b433c694a35822b959e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42, measure_col=feature_31.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_31", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.23127, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a3a0ca8247d768570b95335e20cbf69904a5085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0267-7270-a652-3641587cbf6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ee5577d8f14479e3ae6fedf334672ab61fdefd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-0267-7270-a652-3641587cbf6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21b0638ef332836186bc838635553beb6943d6fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-29cf-7082-ba3c-de65dabaad1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e347061e29be00db48a6a8a0da328171d10ba04a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-29cf-7082-ba3c-de65dabaad1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dff91339ef3305c90fffbb3174dd48f2df981d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:23.095252+00:00", + "ended_at": "2026-05-19T16:14:25.759331+00:00", + "elapsed_ms": 2664.05, + "returncode": 1, + "prompt_metrics": { + "chars": 24230, + "bytes_utf8": 24230, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a81a9ff081d104a308c29a9a23d560510dbcda52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:26.762133+00:00", + "ended_at": "2026-05-19T16:14:29.941216+00:00", + "elapsed_ms": 3179.05, + "returncode": 1, + "prompt_metrics": { + "chars": 24230, + "bytes_utf8": 24230, + "lines": 722, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e65e0593622fb4c9291ddce9c0a2421999d8c28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_34.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_34", + "item_col": "feature_36", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e65e0593622fb4c9291ddce9c0a2421999d8c28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_34.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_34", + "item_col": "feature_36", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05516ba024fc328a3c51f15036f9377ca8a9879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5471-7562-a83d-23f71ff24d7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b56c20e680e0608d40efef91cc22b9a04f4bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5471-7562-a83d-23f71ff24d7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d9cc565e3a762abea2a90b6972396510c3ee2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-62c4-7000-b971-4fa663a685f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7acbb05dbd61ffda8b6313b286dd39be7ab8639e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-62c4-7000-b971-4fa663a685f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..531b03aa88509f85f34d56c8c4fb9c3bdd33c8d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:57.718347+00:00", + "ended_at": "2026-05-19T16:29:01.466723+00:00", + "elapsed_ms": 3748.34, + "returncode": 1, + "prompt_metrics": { + "chars": 23808, + "bytes_utf8": 23808, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12ce9c12f43b15231af5272aafa4638583e63363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:02.470154+00:00", + "ended_at": "2026-05-19T16:29:06.261439+00:00", + "elapsed_ms": 3791.23, + "returncode": 1, + "prompt_metrics": { + "chars": 23808, + "bytes_utf8": 23808, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06998a031e83a7cc8392007d58e601d88199e1a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_42", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06998a031e83a7cc8392007d58e601d88199e1a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_42", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.020912, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..582a128066910c2680406aceb61674bf44aec0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ad77-7161-a316-4b352590b325"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39f2bb8f8b15e0b131572ccac3dd2ea380bc1d3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ad77-7161-a316-4b352590b325"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fc2efd8b94ed1ead734a98ec9530a38dd753ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bfed-75d2-b359-189c79617c1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad230da9eadd7c3d9e74f81dc1639793f48ba2be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bfed-75d2-b359-189c79617c1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c14ecb7f05f5090f0560cb6adc0f8cdf54926a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:21.560061+00:00", + "ended_at": "2026-05-19T16:27:25.825506+00:00", + "elapsed_ms": 4265.39, + "returncode": 1, + "prompt_metrics": { + "chars": 23755, + "bytes_utf8": 23755, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bdf8e0163708518fd8cb6fc869781d9d6d72401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:26.829775+00:00", + "ended_at": "2026-05-19T16:27:30.262600+00:00", + "elapsed_ms": 3432.76, + "returncode": 1, + "prompt_metrics": { + "chars": 23755, + "bytes_utf8": 23755, + "lines": 718, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fcbd74b50ff9f1795121d2daf49983c7177bda9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_10.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_10", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039015, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fcbd74b50ff9f1795121d2daf49983c7177bda9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_10.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_10", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.039015, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdd84fbf5faf092d91d87e2d82f1c1cbd6724100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-35c0-7023-9afb-974a026e7cb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..212a48d74e1188c34423d469c6ab225a54a9387a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-35c0-7023-9afb-974a026e7cb6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0908bad7dedb6f01b2ca01a96b17fdb1d03d4aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4a60-7a12-8e76-1ac92b463e18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91e5fda96d40a33c89157d8e6528b43114d49f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4a60-7a12-8e76-1ac92b463e18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73264514652061980b93c79f2e3301782b6b0f61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:47.490574+00:00", + "ended_at": "2026-05-19T16:16:50.545860+00:00", + "elapsed_ms": 3055.23, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eff6302d1f27994b1d0e337daab7311573da7c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:51.548484+00:00", + "ended_at": "2026-05-19T16:16:56.147858+00:00", + "elapsed_ms": 4599.33, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69818b05208bc1323093d706e4045643866d1a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=feature_42.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_34", + "group_col_2": "feature_42", + "predicate_col": "feature_3", + "predicate_op": ">=", + "predicate_value": 0.25664, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.664448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69818b05208bc1323093d706e4045643866d1a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,724 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=feature_42.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_34", + "group_col_2": "feature_42", + "predicate_col": "feature_3", + "predicate_op": ">=", + "predicate_value": 0.25664, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.664448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89444bc8408da9a21379e5ade34c436052b2d6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-88ff-7733-a6b3-d44942fe1659"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbfa4a5468a3ce4d8d0bcf3f262d7da12d20dde6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-88ff-7733-a6b3-d44942fe1659"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a49c6cab854b8ca22033eb1593d4c48a9e9b8a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-98bc-7eb1-b913-3807c89da8de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c91ca11480ab6954f1a98b744b7206959a3db267 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-98bc-7eb1-b913-3807c89da8de"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcdaf4cfc9e1db454d77bfb3398b03814ec2fc30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:01.808378+00:00", + "ended_at": "2026-05-19T16:22:05.106911+00:00", + "elapsed_ms": 3298.51, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..717d4f050dc7df2817d2637fdb4f82835d7594ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:06.109824+00:00", + "ended_at": "2026-05-19T16:22:09.452207+00:00", + "elapsed_ms": 3342.34, + "returncode": 1, + "prompt_metrics": { + "chars": 24002, + "bytes_utf8": 24002, + "lines": 720, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64fe5dc162b6773398b029726db12d7ebec5727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_34.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_34", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64fe5dc162b6773398b029726db12d7ebec5727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_34.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_34", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.22559, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf5653ebc9d7ad0220852ad82e612a90b710b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-545d-7720-b5bc-893190029331"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2078b177e7742d60ff81d65b1f44f166aa805424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-545d-7720-b5bc-893190029331"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f15f6e4fef4016a517c92a0c35830274813d3c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6518-7612-9e0f-3a23f32bce20"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c7fa40bb6223246db7023a32168b6e3c3f6f81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-6518-7612-9e0f-3a23f32bce20"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391